{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b0939f48",
   "metadata": {},
   "source": [
    "\n",
    "# Predict Return with Monthly Stock Float MV（按原始逻辑替换 CPI→MV）\n",
    "**数据文件：`MV.csv`（字段：`Stkcd`, `Trdmnt`, `Msmvosd`, `Mretwd`）**  \n",
    "**样本期：2010-01 — 2025-09**   \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "8c136958",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np # 数据处理最重要的模块\n",
    "import pandas as pd # 数据处理最重要的模块\n",
    "import scipy.stats as stats # 统计模块\n",
    "import scipy\n",
    "# import pymysql  # 导入数据库模块\n",
    "\n",
    "from datetime import datetime # 时间模块\n",
    "import statsmodels.formula.api as smf  # OLS regression\n",
    "\n",
    "# import pyreadr # read RDS file\n",
    "\n",
    "from matplotlib import style\n",
    "import matplotlib.pyplot as plt  # 画图模块\n",
    "import matplotlib.dates as mdates\n",
    "\n",
    "\n",
    "from matplotlib.font_manager import FontProperties # 作图中文\n",
    "from pylab import mpl\n",
    "#mpl.rcParams['font.sans-serif'] = ['SimHei']\n",
    "#plt.rcParams['font.family'] = 'Times New Roman'\n",
    "\n",
    "\n",
    "#输出矢量图 渲染矢量图\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "\n",
    "from IPython.core.interactiveshell import InteractiveShell # jupyter运行输出的模块\n",
    "#显示每一个运行结果\n",
    "InteractiveShell.ast_node_interactivity = 'all'\n",
    "\n",
    "#设置行不限制数量\n",
    "#pd.set_option('display.max_rows',None)\n",
    "\n",
    "#设置列不限制数量\n",
    "pd.set_option('display.max_columns', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "5da4a367",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# ===== 配置 =====\n",
    "DATA_PATH = \"D:\\浏览器下载\\月个股回报率文件164501810(仅供混沌书苑使用)\\MV.csv\"  # 已上传文件\n",
    "COL_STOCK = 'Stkcd'\n",
    "COL_DATE  = 'Trdmnt'   # 形如 'YYYY-MM'\n",
    "COL_MV    = 'Msmvosd'  # 月个股流通市值\n",
    "COL_RET   = 'Mretwd'   # 月度收益（含现金红利）\n",
    "\n",
    "START = '2010-01'\n",
    "END   = '2025-09'\n",
    "\n",
    "# Winsorize 百分位（0~1），设为0则跳过\n",
    "WINSOR_P = 0.01\n",
    "\n",
    "# Newey-West 滞后阶数（按月数据常取12；可根据需要调整）\n",
    "NW_LAGS = 12\n",
    "\n",
    "# 绘图开关\n",
    "PLOT = True\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3ddd8462",
   "metadata": {},
   "source": [
    "读取 市值数据；把 Trdmnt 转成每月第一天的日期 Timestamp；按（月、股）排序。\n",
    "\n",
    "按样本期过滤。\n",
    "\n",
    "转数值、丢弃关键列缺失；只保留 MV>0（为了取对数）。\n",
    "\n",
    " logMV = log(Msmvosd)。\n",
    "\n",
    "构造 下一期收益 RET_FWD1 = groupby(股票).shift(-1)，用于预测回归。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ebb722c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "数据维度： (667537, 6)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Stkcd</th>\n",
       "      <th>Trdmnt</th>\n",
       "      <th>Msmvosd</th>\n",
       "      <th>Mretwd</th>\n",
       "      <th>logMV</th>\n",
       "      <th>RET_FWD1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>168262</th>\n",
       "      <td>1</td>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>63453279.51</td>\n",
       "      <td>-0.109561</td>\n",
       "      <td>17.965814</td>\n",
       "      <td>0.034562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168263</th>\n",
       "      <td>2</td>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>90187926.46</td>\n",
       "      <td>-0.135985</td>\n",
       "      <td>18.317406</td>\n",
       "      <td>0.009636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168264</th>\n",
       "      <td>5</td>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>4925074.81</td>\n",
       "      <td>-0.104651</td>\n",
       "      <td>15.409850</td>\n",
       "      <td>0.037106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168265</th>\n",
       "      <td>6</td>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>4913493.87</td>\n",
       "      <td>-0.120918</td>\n",
       "      <td>15.407496</td>\n",
       "      <td>0.042169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168266</th>\n",
       "      <td>7</td>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>1278110.66</td>\n",
       "      <td>-0.017070</td>\n",
       "      <td>14.060893</td>\n",
       "      <td>0.124457</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        Stkcd     Trdmnt      Msmvosd    Mretwd      logMV  RET_FWD1\n",
       "168262      1 2010-01-01  63453279.51 -0.109561  17.965814  0.034562\n",
       "168263      2 2010-01-01  90187926.46 -0.135985  18.317406  0.009636\n",
       "168264      5 2010-01-01   4925074.81 -0.104651  15.409850  0.037106\n",
       "168265      6 2010-01-01   4913493.87 -0.120918  15.407496  0.042169\n",
       "168266      7 2010-01-01   1278110.66 -0.017070  14.060893  0.124457"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# 读取 ，清洗 \n",
    "def winsorize_series(s, p=0.01):\n",
    "    if p <= 0: \n",
    "        return s\n",
    "    lo, hi = s.quantile(p), s.quantile(1-p)\n",
    "    return s.clip(lo, hi)\n",
    "\n",
    "df = pd.read_csv(DATA_PATH)\n",
    "# 解析日期：使用每月第一日时间戳\n",
    "df[COL_DATE] = pd.to_datetime(df[COL_DATE] + '-01')\n",
    "df = df.sort_values([COL_DATE, COL_STOCK]).reset_index(drop=True)\n",
    "\n",
    "# 过滤样本区间\n",
    "start_date = pd.to_datetime(START + '-01')\n",
    "end_date   = pd.to_datetime(END   + '-01')\n",
    "df = df[(df[COL_DATE] >= start_date) & (df[COL_DATE] <= end_date)].copy()\n",
    "\n",
    "# 基础清洗\n",
    "df[COL_RET] = pd.to_numeric(df[COL_RET], errors='coerce')\n",
    "df[COL_MV]  = pd.to_numeric(df[COL_MV],  errors='coerce')\n",
    "df = df.dropna(subset=[COL_RET, COL_MV])\n",
    "df = df[df[COL_MV] > 0].copy()  # 对数变换要求正数\n",
    "\n",
    "# 对数市值\n",
    "df['logMV'] = np.log(df[COL_MV])\n",
    "\n",
    "# 生成下一期收益（用于预测回归）\n",
    "df['RET_FWD1'] = df.groupby(COL_STOCK)[COL_RET].shift(-1)\n",
    "\n",
    "print('数据维度：', df.shape)\n",
    "display(df.head(5))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1bdc20c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Mretwd</th>\n",
       "      <th>RET_FWD1</th>\n",
       "      <th>Msmvosd</th>\n",
       "      <th>logMV</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>667537.000000</td>\n",
       "      <td>661752.000000</td>\n",
       "      <td>6.675370e+05</td>\n",
       "      <td>667537.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>0.011547</td>\n",
       "      <td>0.010663</td>\n",
       "      <td>1.225579e+07</td>\n",
       "      <td>15.231447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.156553</td>\n",
       "      <td>0.145113</td>\n",
       "      <td>5.499765e+07</td>\n",
       "      <td>1.269462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>-0.957317</td>\n",
       "      <td>-0.957317</td>\n",
       "      <td>4.584440e+03</td>\n",
       "      <td>8.430423</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>-0.068346</td>\n",
       "      <td>-0.067975</td>\n",
       "      <td>1.898501e+06</td>\n",
       "      <td>14.456575</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>-0.002674</td>\n",
       "      <td>-0.002524</td>\n",
       "      <td>3.769584e+06</td>\n",
       "      <td>15.142475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>0.070658</td>\n",
       "      <td>0.070537</td>\n",
       "      <td>8.296263e+06</td>\n",
       "      <td>15.931316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>12.848213</td>\n",
       "      <td>12.752209</td>\n",
       "      <td>2.786247e+09</td>\n",
       "      <td>21.747961</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Mretwd       RET_FWD1       Msmvosd          logMV\n",
       "count  667537.000000  661752.000000  6.675370e+05  667537.000000\n",
       "mean        0.011547       0.010663  1.225579e+07      15.231447\n",
       "std         0.156553       0.145113  5.499765e+07       1.269462\n",
       "min        -0.957317      -0.957317  4.584440e+03       8.430423\n",
       "25%        -0.068346      -0.067975  1.898501e+06      14.456575\n",
       "50%        -0.002674      -0.002524  3.769584e+06      15.142475\n",
       "75%         0.070658       0.070537  8.296263e+06      15.931316\n",
       "max        12.848213      12.752209  2.786247e+09      21.747961"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# 描述性统计 \n",
    "desc = df[[COL_RET, 'RET_FWD1', COL_MV, 'logMV']].describe()\n",
    "display(desc)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ea7c3e8",
   "metadata": {},
   "source": [
    "## 可视化\n",
    "画出全市场平均月收益与平均 log(MV) 的时间序列，直观看整体走势与形态\n",
    "\n",
    "抽取某一个月，画当月横截面散点图（Return vs logMV），横截面散点可以得到同样月份的“市值—收益”的方向与离散度。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53a457ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x400 with 0 Axes>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Trdmnt'>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mean Return')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Date')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Mean Return')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"617.360937pt\" height=\"281.634375pt\" viewBox=\"0 0 617.360937 281.634375\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2025-10-31T17:51:56.337293</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 281.634375 \n",
       "L 617.360937 281.634375 \n",
       "L 617.360937 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 52.160938 244.078125 \n",
       "L 610.160938 244.078125 \n",
       "L 610.160938 22.318125 \n",
       "L 52.160938 22.318125 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path d=\"M 87.777959 244.078125 \n",
       "L 87.777959 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\">\n",
       "      <defs>\n",
       "       <path id=\"mf5525b7e8f\" d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"87.777959\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- 2011 -->\n",
       "      <g transform=\"translate(75.052959 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-32\" d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-31\" d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path d=\"M 159.012001 244.078125 \n",
       "L 159.012001 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"159.012001\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- 2013 -->\n",
       "      <g transform=\"translate(146.287001 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \n",
       "Q 3050 2419 3304 2112 \n",
       "Q 3559 1806 3559 1356 \n",
       "Q 3559 666 3084 287 \n",
       "Q 2609 -91 1734 -91 \n",
       "Q 1441 -91 1130 -33 \n",
       "Q 819 25 488 141 \n",
       "L 488 750 \n",
       "Q 750 597 1062 519 \n",
       "Q 1375 441 1716 441 \n",
       "Q 2309 441 2620 675 \n",
       "Q 2931 909 2931 1356 \n",
       "Q 2931 1769 2642 2001 \n",
       "Q 2353 2234 1838 2234 \n",
       "L 1294 2234 \n",
       "L 1294 2753 \n",
       "L 1863 2753 \n",
       "Q 2328 2753 2575 2939 \n",
       "Q 2822 3125 2822 3475 \n",
       "Q 2822 3834 2567 4026 \n",
       "Q 2313 4219 1838 4219 \n",
       "Q 1578 4219 1281 4162 \n",
       "Q 984 4106 628 3988 \n",
       "L 628 4550 \n",
       "Q 988 4650 1302 4700 \n",
       "Q 1616 4750 1894 4750 \n",
       "Q 2613 4750 3031 4423 \n",
       "Q 3450 4097 3450 3541 \n",
       "Q 3450 3153 3228 2886 \n",
       "Q 3006 2619 2597 2516 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path d=\"M 230.246044 244.078125 \n",
       "L 230.246044 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"230.246044\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- 2015 -->\n",
       "      <g transform=\"translate(217.521044 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-35\" d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path d=\"M 301.480086 244.078125 \n",
       "L 301.480086 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"301.480086\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 2017 -->\n",
       "      <g transform=\"translate(288.755086 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-37\" d=\"M 525 4666 \n",
       "L 3525 4666 \n",
       "L 3525 4397 \n",
       "L 1831 0 \n",
       "L 1172 0 \n",
       "L 2766 4134 \n",
       "L 525 4134 \n",
       "L 525 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-37\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path d=\"M 372.714129 244.078125 \n",
       "L 372.714129 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"372.714129\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 2019 -->\n",
       "      <g transform=\"translate(359.989129 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-39\" d=\"M 703 97 \n",
       "L 703 672 \n",
       "Q 941 559 1184 500 \n",
       "Q 1428 441 1663 441 \n",
       "Q 2288 441 2617 861 \n",
       "Q 2947 1281 2994 2138 \n",
       "Q 2813 1869 2534 1725 \n",
       "Q 2256 1581 1919 1581 \n",
       "Q 1219 1581 811 2004 \n",
       "Q 403 2428 403 3163 \n",
       "Q 403 3881 828 4315 \n",
       "Q 1253 4750 1959 4750 \n",
       "Q 2769 4750 3195 4129 \n",
       "Q 3622 3509 3622 2328 \n",
       "Q 3622 1225 3098 567 \n",
       "Q 2575 -91 1691 -91 \n",
       "Q 1453 -91 1209 -44 \n",
       "Q 966 3 703 97 \n",
       "z\n",
       "M 1959 2075 \n",
       "Q 2384 2075 2632 2365 \n",
       "Q 2881 2656 2881 3163 \n",
       "Q 2881 3666 2632 3958 \n",
       "Q 2384 4250 1959 4250 \n",
       "Q 1534 4250 1286 3958 \n",
       "Q 1038 3666 1038 3163 \n",
       "Q 1038 2656 1286 2365 \n",
       "Q 1534 2075 1959 2075 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-39\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path d=\"M 443.948172 244.078125 \n",
       "L 443.948172 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"443.948172\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 2021 -->\n",
       "      <g transform=\"translate(431.223172 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path d=\"M 515.182214 244.078125 \n",
       "L 515.182214 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"515.182214\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- 2023 -->\n",
       "      <g transform=\"translate(502.457214 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path d=\"M 586.416257 244.078125 \n",
       "L 586.416257 22.318125 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mf5525b7e8f\" x=\"586.416257\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- 2025 -->\n",
       "      <g transform=\"translate(573.691257 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <defs>\n",
       "       <path id=\"m009f6a2126\" d=\"M 0 0 \n",
       "L 0 2 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"52.160938\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_18\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"123.39498\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"194.629023\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_20\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"265.863065\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"337.097108\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_22\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"408.33115\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"479.565193\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_24\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m009f6a2126\" x=\"550.799235\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_9\">\n",
       "     <!-- Date -->\n",
       "     <g transform=\"translate(319.210156 272.354687) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-44\" d=\"M 1259 4147 \n",
       "L 1259 519 \n",
       "L 2022 519 \n",
       "Q 2988 519 3436 956 \n",
       "Q 3884 1394 3884 2338 \n",
       "Q 3884 3275 3436 3711 \n",
       "Q 2988 4147 2022 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 1925 4666 \n",
       "Q 3281 4666 3915 4102 \n",
       "Q 4550 3538 4550 2338 \n",
       "Q 4550 1131 3912 565 \n",
       "Q 3275 0 1925 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \n",
       "Q 1497 1759 1228 1600 \n",
       "Q 959 1441 959 1056 \n",
       "Q 959 750 1161 570 \n",
       "Q 1363 391 1709 391 \n",
       "Q 2188 391 2477 730 \n",
       "Q 2766 1069 2766 1631 \n",
       "L 2766 1759 \n",
       "L 2194 1759 \n",
       "z\n",
       "M 3341 1997 \n",
       "L 3341 0 \n",
       "L 2766 0 \n",
       "L 2766 531 \n",
       "Q 2569 213 2275 61 \n",
       "Q 1981 -91 1556 -91 \n",
       "Q 1019 -91 701 211 \n",
       "Q 384 513 384 1019 \n",
       "Q 384 1609 779 1909 \n",
       "Q 1175 2209 1959 2209 \n",
       "L 2766 2209 \n",
       "L 2766 2266 \n",
       "Q 2766 2663 2505 2880 \n",
       "Q 2244 3097 1772 3097 \n",
       "Q 1472 3097 1187 3025 \n",
       "Q 903 2953 641 2809 \n",
       "L 641 3341 \n",
       "Q 956 3463 1253 3523 \n",
       "Q 1550 3584 1831 3584 \n",
       "Q 2591 3584 2966 3190 \n",
       "Q 3341 2797 3341 1997 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(77.001953 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(138.28125 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(177.490234 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path d=\"M 52.160938 239.22582 \n",
       "L 610.160938 239.22582 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\">\n",
       "      <defs>\n",
       "       <path id=\"mc1479c365d\" d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"239.22582\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- −0.3 -->\n",
       "      <g transform=\"translate(20.878125 243.025038) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-2212\" d=\"M 678 2272 \n",
       "L 4684 2272 \n",
       "L 4684 1741 \n",
       "L 678 1741 \n",
       "L 678 2272 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-2e\" d=\"M 684 794 \n",
       "L 1344 794 \n",
       "L 1344 0 \n",
       "L 684 0 \n",
       "L 684 794 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(83.789062 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(147.412109 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(179.199219 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path d=\"M 52.160938 206.149748 \n",
       "L 610.160938 206.149748 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"206.149748\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- −0.2 -->\n",
       "      <g transform=\"translate(20.878125 209.948967) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(83.789062 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(147.412109 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(179.199219 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path d=\"M 52.160938 173.073677 \n",
       "L 610.160938 173.073677 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"173.073677\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- −0.1 -->\n",
       "      <g transform=\"translate(20.878125 176.872896) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(83.789062 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(147.412109 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(179.199219 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path d=\"M 52.160938 139.997606 \n",
       "L 610.160938 139.997606 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"139.997606\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(29.257813 143.796824) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path d=\"M 52.160938 106.921534 \n",
       "L 610.160938 106.921534 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"106.921534\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- 0.1 -->\n",
       "      <g transform=\"translate(29.257813 110.720753) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path d=\"M 52.160938 73.845463 \n",
       "L 610.160938 73.845463 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"73.845463\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- 0.2 -->\n",
       "      <g transform=\"translate(29.257813 77.644682) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <path d=\"M 52.160938 40.769392 \n",
       "L 610.160938 40.769392 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_38\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mc1479c365d\" x=\"52.160938\" y=\"40.769392\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- 0.3 -->\n",
       "      <g transform=\"translate(29.257813 44.568611) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_17\">\n",
       "     <!-- Mean Return -->\n",
       "     <g transform=\"translate(14.798438 165.002031) rotate(-90) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-4d\" d=\"M 628 4666 \n",
       "L 1569 4666 \n",
       "L 2759 1491 \n",
       "L 3956 4666 \n",
       "L 4897 4666 \n",
       "L 4897 0 \n",
       "L 4281 0 \n",
       "L 4281 4097 \n",
       "L 3078 897 \n",
       "L 2444 897 \n",
       "L 1241 4097 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6e\" d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-52\" d=\"M 2841 2188 \n",
       "Q 3044 2119 3236 1894 \n",
       "Q 3428 1669 3622 1275 \n",
       "L 4263 0 \n",
       "L 3584 0 \n",
       "L 2988 1197 \n",
       "Q 2756 1666 2539 1819 \n",
       "Q 2322 1972 1947 1972 \n",
       "L 1259 1972 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "L 2053 4666 \n",
       "Q 2853 4666 3247 4331 \n",
       "Q 3641 3997 3641 3322 \n",
       "Q 3641 2881 3436 2590 \n",
       "Q 3231 2300 2841 2188 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2491 \n",
       "L 2053 2491 \n",
       "Q 2509 2491 2742 2702 \n",
       "Q 2975 2913 2975 3322 \n",
       "Q 2975 3731 2742 3939 \n",
       "Q 2509 4147 2053 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-75\" d=\"M 544 1381 \n",
       "L 544 3500 \n",
       "L 1119 3500 \n",
       "L 1119 1403 \n",
       "Q 1119 906 1312 657 \n",
       "Q 1506 409 1894 409 \n",
       "Q 2359 409 2629 706 \n",
       "Q 2900 1003 2900 1516 \n",
       "L 2900 3500 \n",
       "L 3475 3500 \n",
       "L 3475 0 \n",
       "L 2900 0 \n",
       "L 2900 538 \n",
       "Q 2691 219 2414 64 \n",
       "Q 2138 -91 1772 -91 \n",
       "Q 1169 -91 856 284 \n",
       "Q 544 659 544 1381 \n",
       "z\n",
       "M 1991 3584 \n",
       "L 1991 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \n",
       "Q 2534 3019 2420 3045 \n",
       "Q 2306 3072 2169 3072 \n",
       "Q 1681 3072 1420 2755 \n",
       "Q 1159 2438 1159 1844 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1341 3275 1631 3429 \n",
       "Q 1922 3584 2338 3584 \n",
       "Q 2397 3584 2469 3576 \n",
       "Q 2541 3569 2628 3553 \n",
       "L 2631 2963 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(86.279297 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(147.802734 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(209.082031 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(272.460938 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-52\" transform=\"translate(304.248047 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(369.230469 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(430.753906 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-75\" transform=\"translate(469.962891 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-72\" transform=\"translate(533.341797 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(572.705078 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"line2d_39\">\n",
       "    <path d=\"M 52.160938 151.584132 \n",
       "L 55.129023 118.244648 \n",
       "L 58.097108 124.679314 \n",
       "L 61.065193 164.230617 \n",
       "L 64.033278 168.042978 \n",
       "L 67.001363 168.914178 \n",
       "L 69.969448 90.921081 \n",
       "L 72.937533 109.901258 \n",
       "L 75.905618 136.280569 \n",
       "L 78.873703 109.075801 \n",
       "L 81.841789 135.200168 \n",
       "L 87.777959 156.77759 \n",
       "L 90.746044 109.559031 \n",
       "L 93.714129 143.64035 \n",
       "L 96.682214 152.548521 \n",
       "L 99.650299 163.99937 \n",
       "L 102.618384 129.480435 \n",
       "L 105.586469 131.008312 \n",
       "L 108.554555 147.748254 \n",
       "L 111.52264 179.661783 \n",
       "L 114.490725 125.158203 \n",
       "L 117.45881 154.236221 \n",
       "L 120.426895 189.380102 \n",
       "L 123.39498 141.381857 \n",
       "L 126.363065 96.286084 \n",
       "L 129.33115 164.18832 \n",
       "L 132.299235 117.43986 \n",
       "L 135.26732 132.246498 \n",
       "L 138.235406 158.145378 \n",
       "L 141.203491 172.879565 \n",
       "L 144.171576 129.978451 \n",
       "L 147.139661 136.609795 \n",
       "L 150.107746 138.855171 \n",
       "L 153.075831 175.338646 \n",
       "L 156.043916 83.20844 \n",
       "L 159.012001 116.745786 \n",
       "L 161.980086 124.550765 \n",
       "L 164.948172 151.381414 \n",
       "L 167.916257 148.97747 \n",
       "L 170.884342 92.656376 \n",
       "L 173.852427 190.751757 \n",
       "L 176.820512 117.094524 \n",
       "L 179.788597 111.280865 \n",
       "L 182.756682 121.379946 \n",
       "L 185.724767 147.433714 \n",
       "L 188.692852 111.642772 \n",
       "L 191.660938 150.127844 \n",
       "L 194.629023 132.863948 \n",
       "L 197.597108 126.793871 \n",
       "L 200.565193 148.169499 \n",
       "L 203.533278 144.04352 \n",
       "L 206.501363 130.358424 \n",
       "L 209.469448 123.682814 \n",
       "L 212.437533 113.796645 \n",
       "L 215.405618 118.685288 \n",
       "L 218.373703 92.541511 \n",
       "L 221.341789 133.352351 \n",
       "L 224.309874 118.333868 \n",
       "L 227.277959 149.520801 \n",
       "L 230.246044 114.064278 \n",
       "L 233.214129 113.406539 \n",
       "L 236.182214 63.902602 \n",
       "L 239.150299 74.123042 \n",
       "L 242.118384 32.398125 \n",
       "L 245.086469 168.102734 \n",
       "L 248.054555 194.266158 \n",
       "L 251.02264 188.059286 \n",
       "L 253.990725 151.764853 \n",
       "L 256.95881 64.922191 \n",
       "L 259.926895 99.072109 \n",
       "L 262.89498 115.318371 \n",
       "L 265.863065 233.998125 \n",
       "L 268.83115 146.960632 \n",
       "L 271.799235 76.673017 \n",
       "L 274.76732 140.153201 \n",
       "L 277.735406 143.562872 \n",
       "L 280.703491 117.995547 \n",
       "L 283.671576 139.971996 \n",
       "L 286.639661 121.241119 \n",
       "L 289.607746 141.06342 \n",
       "L 292.575831 125.21899 \n",
       "L 295.543916 127.254616 \n",
       "L 298.512001 154.664985 \n",
       "L 301.480086 147.904019 \n",
       "L 304.448172 121.268463 \n",
       "L 307.416257 145.099721 \n",
       "L 310.384342 158.727571 \n",
       "L 313.352427 164.740063 \n",
       "L 316.320512 127.294407 \n",
       "L 319.288597 142.41641 \n",
       "L 322.256682 124.494783 \n",
       "L 325.224767 133.797174 \n",
       "L 328.192852 144.456908 \n",
       "L 331.160938 161.952968 \n",
       "L 334.129023 145.554722 \n",
       "L 337.097108 149.15259 \n",
       "L 340.065193 156.961746 \n",
       "L 343.033278 121.872703 \n",
       "L 346.001363 153.313759 \n",
       "L 348.969448 142.533604 \n",
       "L 351.937533 175.044865 \n",
       "L 354.905618 140.630432 \n",
       "L 357.873703 167.130872 \n",
       "L 360.841789 142.195636 \n",
       "L 363.809874 170.757365 \n",
       "L 366.777959 122.428146 \n",
       "L 369.746044 153.378185 \n",
       "L 372.714129 147.208115 \n",
       "L 375.682214 66.313052 \n",
       "L 378.650299 105.609707 \n",
       "L 381.618384 152.736937 \n",
       "L 384.586469 156.445346 \n",
       "L 387.554555 138.177825 \n",
       "L 390.52264 145.752261 \n",
       "L 393.490725 144.282385 \n",
       "L 396.45881 134.867763 \n",
       "L 399.426895 142.067187 \n",
       "L 402.39498 147.430045 \n",
       "L 405.363065 112.25513 \n",
       "L 408.33115 137.710919 \n",
       "L 411.299235 140.714946 \n",
       "L 414.26732 153.261816 \n",
       "L 417.235406 132.865645 \n",
       "L 420.203491 132.489242 \n",
       "L 423.171576 116.586805 \n",
       "L 426.139661 96.124119 \n",
       "L 432.075831 162.50163 \n",
       "L 435.043916 138.594023 \n",
       "L 438.012001 130.533383 \n",
       "L 440.980086 151.292853 \n",
       "L 443.948172 161.252537 \n",
       "L 446.916257 130.161515 \n",
       "L 449.884342 134.008067 \n",
       "L 452.852427 137.611622 \n",
       "L 455.820512 118.826105 \n",
       "L 458.788597 128.806241 \n",
       "L 461.756682 140.538267 \n",
       "L 464.724767 118.612505 \n",
       "L 467.692852 144.287505 \n",
       "L 470.660938 147.160798 \n",
       "L 473.629023 104.520865 \n",
       "L 476.597108 130.192498 \n",
       "L 479.565193 170.411389 \n",
       "L 482.533278 125.587566 \n",
       "L 488.469448 189.723872 \n",
       "L 491.437533 105.419588 \n",
       "L 494.405618 114.615376 \n",
       "L 497.373703 130.157862 \n",
       "L 500.341789 149.911614 \n",
       "L 503.309874 168.631448 \n",
       "L 506.277959 128.248414 \n",
       "L 509.246044 114.599043 \n",
       "L 512.214129 153.597842 \n",
       "L 515.182214 113.488324 \n",
       "L 518.150299 130.214122 \n",
       "L 521.118384 144.382058 \n",
       "L 524.086469 149.596401 \n",
       "L 527.054555 139.428871 \n",
       "L 530.02264 132.989518 \n",
       "L 532.990725 136.409536 \n",
       "L 535.95881 153.481659 \n",
       "L 538.926895 140.694821 \n",
       "L 541.89498 143.870947 \n",
       "L 544.863065 122.075247 \n",
       "L 547.83115 142.110487 \n",
       "L 550.799235 200.692031 \n",
       "L 553.76732 120.889212 \n",
       "L 556.735406 127.202634 \n",
       "L 559.703491 146.582234 \n",
       "L 562.671576 144.888451 \n",
       "L 565.639661 167.826798 \n",
       "L 568.607746 136.491191 \n",
       "L 571.575831 152.592947 \n",
       "L 574.543916 62.746739 \n",
       "L 577.512001 108.916429 \n",
       "L 580.480086 121.889321 \n",
       "L 583.448172 157.324466 \n",
       "L 586.416257 145.143767 \n",
       "L 589.384342 112.584519 \n",
       "L 592.352427 139.181473 \n",
       "L 595.320512 147.2191 \n",
       "L 598.288597 122.590423 \n",
       "L 601.256682 119.60617 \n",
       "L 604.224767 122.642554 \n",
       "L 607.192852 111.767124 \n",
       "L 610.160938 137.217305 \n",
       "L 610.160938 137.217305 \n",
       "\" clip-path=\"url(#pde681a2bf1)\" style=\"fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 52.160938 244.078125 \n",
       "L 52.160938 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 610.160938 244.078125 \n",
       "L 610.160938 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 52.160938 244.078125 \n",
       "L 610.160938 244.078125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 52.160938 22.318125 \n",
       "L 610.160938 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_18\">\n",
       "    <!-- Mean Return -->\n",
       "    <g transform=\"translate(292.99625 16.318125) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(86.279297 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(147.802734 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(209.082031 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(272.460938 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-52\" transform=\"translate(304.248047 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(369.230469 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(430.753906 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-75\" transform=\"translate(469.962891 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" transform=\"translate(533.341797 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(572.705078 0)\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pde681a2bf1\">\n",
       "   <rect x=\"52.160938\" y=\"22.318125\" width=\"558\" height=\"221.76\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x400 with 0 Axes>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Trdmnt'>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mean log(MV)')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Date')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Mean log(MV)')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"615.34375pt\" height=\"281.634375pt\" viewBox=\"0 0 615.34375 281.634375\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2025-10-31T17:51:56.490556</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 281.634375 \n",
       "L 615.34375 281.634375 \n",
       "L 615.34375 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 50.14375 244.078125 \n",
       "L 608.14375 244.078125 \n",
       "L 608.14375 22.318125 \n",
       "L 50.14375 22.318125 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path d=\"M 85.760771 244.078125 \n",
       "L 85.760771 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\">\n",
       "      <defs>\n",
       "       <path id=\"m80a3db8c6c\" d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"85.760771\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- 2011 -->\n",
       "      <g transform=\"translate(73.035771 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-32\" d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-31\" d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path d=\"M 156.994814 244.078125 \n",
       "L 156.994814 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"156.994814\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- 2013 -->\n",
       "      <g transform=\"translate(144.269814 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \n",
       "Q 3050 2419 3304 2112 \n",
       "Q 3559 1806 3559 1356 \n",
       "Q 3559 666 3084 287 \n",
       "Q 2609 -91 1734 -91 \n",
       "Q 1441 -91 1130 -33 \n",
       "Q 819 25 488 141 \n",
       "L 488 750 \n",
       "Q 750 597 1062 519 \n",
       "Q 1375 441 1716 441 \n",
       "Q 2309 441 2620 675 \n",
       "Q 2931 909 2931 1356 \n",
       "Q 2931 1769 2642 2001 \n",
       "Q 2353 2234 1838 2234 \n",
       "L 1294 2234 \n",
       "L 1294 2753 \n",
       "L 1863 2753 \n",
       "Q 2328 2753 2575 2939 \n",
       "Q 2822 3125 2822 3475 \n",
       "Q 2822 3834 2567 4026 \n",
       "Q 2313 4219 1838 4219 \n",
       "Q 1578 4219 1281 4162 \n",
       "Q 984 4106 628 3988 \n",
       "L 628 4550 \n",
       "Q 988 4650 1302 4700 \n",
       "Q 1616 4750 1894 4750 \n",
       "Q 2613 4750 3031 4423 \n",
       "Q 3450 4097 3450 3541 \n",
       "Q 3450 3153 3228 2886 \n",
       "Q 3006 2619 2597 2516 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path d=\"M 228.228856 244.078125 \n",
       "L 228.228856 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"228.228856\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- 2015 -->\n",
       "      <g transform=\"translate(215.503856 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-35\" d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path d=\"M 299.462899 244.078125 \n",
       "L 299.462899 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"299.462899\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 2017 -->\n",
       "      <g transform=\"translate(286.737899 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-37\" d=\"M 525 4666 \n",
       "L 3525 4666 \n",
       "L 3525 4397 \n",
       "L 1831 0 \n",
       "L 1172 0 \n",
       "L 2766 4134 \n",
       "L 525 4134 \n",
       "L 525 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-37\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path d=\"M 370.696941 244.078125 \n",
       "L 370.696941 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"370.696941\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 2019 -->\n",
       "      <g transform=\"translate(357.971941 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-39\" d=\"M 703 97 \n",
       "L 703 672 \n",
       "Q 941 559 1184 500 \n",
       "Q 1428 441 1663 441 \n",
       "Q 2288 441 2617 861 \n",
       "Q 2947 1281 2994 2138 \n",
       "Q 2813 1869 2534 1725 \n",
       "Q 2256 1581 1919 1581 \n",
       "Q 1219 1581 811 2004 \n",
       "Q 403 2428 403 3163 \n",
       "Q 403 3881 828 4315 \n",
       "Q 1253 4750 1959 4750 \n",
       "Q 2769 4750 3195 4129 \n",
       "Q 3622 3509 3622 2328 \n",
       "Q 3622 1225 3098 567 \n",
       "Q 2575 -91 1691 -91 \n",
       "Q 1453 -91 1209 -44 \n",
       "Q 966 3 703 97 \n",
       "z\n",
       "M 1959 2075 \n",
       "Q 2384 2075 2632 2365 \n",
       "Q 2881 2656 2881 3163 \n",
       "Q 2881 3666 2632 3958 \n",
       "Q 2384 4250 1959 4250 \n",
       "Q 1534 4250 1286 3958 \n",
       "Q 1038 3666 1038 3163 \n",
       "Q 1038 2656 1286 2365 \n",
       "Q 1534 2075 1959 2075 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-39\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path d=\"M 441.930984 244.078125 \n",
       "L 441.930984 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"441.930984\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 2021 -->\n",
       "      <g transform=\"translate(429.205984 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path d=\"M 513.165027 244.078125 \n",
       "L 513.165027 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"513.165027\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- 2023 -->\n",
       "      <g transform=\"translate(500.440027 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path d=\"M 584.399069 244.078125 \n",
       "L 584.399069 22.318125 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m80a3db8c6c\" x=\"584.399069\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- 2025 -->\n",
       "      <g transform=\"translate(571.674069 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <defs>\n",
       "       <path id=\"m4c8d46e769\" d=\"M 0 0 \n",
       "L 0 2 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"50.14375\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_18\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"121.377793\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"192.611835\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_20\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"263.845878\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"335.07992\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_22\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"406.313963\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"477.548005\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_24\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m4c8d46e769\" x=\"548.782048\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_9\">\n",
       "     <!-- Date -->\n",
       "     <g transform=\"translate(317.192969 272.354687) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-44\" d=\"M 1259 4147 \n",
       "L 1259 519 \n",
       "L 2022 519 \n",
       "Q 2988 519 3436 956 \n",
       "Q 3884 1394 3884 2338 \n",
       "Q 3884 3275 3436 3711 \n",
       "Q 2988 4147 2022 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 1925 4666 \n",
       "Q 3281 4666 3915 4102 \n",
       "Q 4550 3538 4550 2338 \n",
       "Q 4550 1131 3912 565 \n",
       "Q 3275 0 1925 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \n",
       "Q 1497 1759 1228 1600 \n",
       "Q 959 1441 959 1056 \n",
       "Q 959 750 1161 570 \n",
       "Q 1363 391 1709 391 \n",
       "Q 2188 391 2477 730 \n",
       "Q 2766 1069 2766 1631 \n",
       "L 2766 1759 \n",
       "L 2194 1759 \n",
       "z\n",
       "M 3341 1997 \n",
       "L 3341 0 \n",
       "L 2766 0 \n",
       "L 2766 531 \n",
       "Q 2569 213 2275 61 \n",
       "Q 1981 -91 1556 -91 \n",
       "Q 1019 -91 701 211 \n",
       "Q 384 513 384 1019 \n",
       "Q 384 1609 779 1909 \n",
       "Q 1175 2209 1959 2209 \n",
       "L 2766 2209 \n",
       "L 2766 2266 \n",
       "Q 2766 2663 2505 2880 \n",
       "Q 2244 3097 1772 3097 \n",
       "Q 1472 3097 1187 3025 \n",
       "Q 903 2953 641 2809 \n",
       "L 641 3341 \n",
       "Q 956 3463 1253 3523 \n",
       "Q 1550 3584 1831 3584 \n",
       "Q 2591 3584 2966 3190 \n",
       "Q 3341 2797 3341 1997 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(77.001953 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(138.28125 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(177.490234 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path d=\"M 50.14375 233.743902 \n",
       "L 608.14375 233.743902 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\">\n",
       "      <defs>\n",
       "       <path id=\"mfdd426b906\" d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"233.743902\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- 14.4 -->\n",
       "      <g transform=\"translate(20.878125 237.54312) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \n",
       "L 825 1625 \n",
       "L 2419 1625 \n",
       "L 2419 4116 \n",
       "z\n",
       "M 2253 4666 \n",
       "L 3047 4666 \n",
       "L 3047 1625 \n",
       "L 3713 1625 \n",
       "L 3713 1100 \n",
       "L 3047 1100 \n",
       "L 3047 0 \n",
       "L 2419 0 \n",
       "L 2419 1100 \n",
       "L 313 1100 \n",
       "L 313 1709 \n",
       "L 2253 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-2e\" d=\"M 684 794 \n",
       "L 1344 794 \n",
       "L 1344 0 \n",
       "L 684 0 \n",
       "L 684 794 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path d=\"M 50.14375 208.45025 \n",
       "L 608.14375 208.45025 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"208.45025\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- 14.6 -->\n",
       "      <g transform=\"translate(20.878125 212.249469) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \n",
       "Q 1688 2584 1439 2293 \n",
       "Q 1191 2003 1191 1497 \n",
       "Q 1191 994 1439 701 \n",
       "Q 1688 409 2113 409 \n",
       "Q 2538 409 2786 701 \n",
       "Q 3034 994 3034 1497 \n",
       "Q 3034 2003 2786 2293 \n",
       "Q 2538 2584 2113 2584 \n",
       "z\n",
       "M 3366 4563 \n",
       "L 3366 3988 \n",
       "Q 3128 4100 2886 4159 \n",
       "Q 2644 4219 2406 4219 \n",
       "Q 1781 4219 1451 3797 \n",
       "Q 1122 3375 1075 2522 \n",
       "Q 1259 2794 1537 2939 \n",
       "Q 1816 3084 2150 3084 \n",
       "Q 2853 3084 3261 2657 \n",
       "Q 3669 2231 3669 1497 \n",
       "Q 3669 778 3244 343 \n",
       "Q 2819 -91 2113 -91 \n",
       "Q 1303 -91 875 529 \n",
       "Q 447 1150 447 2328 \n",
       "Q 447 3434 972 4092 \n",
       "Q 1497 4750 2381 4750 \n",
       "Q 2619 4750 2861 4703 \n",
       "Q 3103 4656 3366 4563 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-36\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path d=\"M 50.14375 183.156599 \n",
       "L 608.14375 183.156599 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"183.156599\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- 14.8 -->\n",
       "      <g transform=\"translate(20.878125 186.955817) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-38\" d=\"M 2034 2216 \n",
       "Q 1584 2216 1326 1975 \n",
       "Q 1069 1734 1069 1313 \n",
       "Q 1069 891 1326 650 \n",
       "Q 1584 409 2034 409 \n",
       "Q 2484 409 2743 651 \n",
       "Q 3003 894 3003 1313 \n",
       "Q 3003 1734 2745 1975 \n",
       "Q 2488 2216 2034 2216 \n",
       "z\n",
       "M 1403 2484 \n",
       "Q 997 2584 770 2862 \n",
       "Q 544 3141 544 3541 \n",
       "Q 544 4100 942 4425 \n",
       "Q 1341 4750 2034 4750 \n",
       "Q 2731 4750 3128 4425 \n",
       "Q 3525 4100 3525 3541 \n",
       "Q 3525 3141 3298 2862 \n",
       "Q 3072 2584 2669 2484 \n",
       "Q 3125 2378 3379 2068 \n",
       "Q 3634 1759 3634 1313 \n",
       "Q 3634 634 3220 271 \n",
       "Q 2806 -91 2034 -91 \n",
       "Q 1263 -91 848 271 \n",
       "Q 434 634 434 1313 \n",
       "Q 434 1759 690 2068 \n",
       "Q 947 2378 1403 2484 \n",
       "z\n",
       "M 1172 3481 \n",
       "Q 1172 3119 1398 2916 \n",
       "Q 1625 2713 2034 2713 \n",
       "Q 2441 2713 2670 2916 \n",
       "Q 2900 3119 2900 3481 \n",
       "Q 2900 3844 2670 4047 \n",
       "Q 2441 4250 2034 4250 \n",
       "Q 1625 4250 1398 4047 \n",
       "Q 1172 3844 1172 3481 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-38\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path d=\"M 50.14375 157.862947 \n",
       "L 608.14375 157.862947 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"157.862947\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- 15.0 -->\n",
       "      <g transform=\"translate(20.878125 161.662166) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path d=\"M 50.14375 132.569296 \n",
       "L 608.14375 132.569296 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"132.569296\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- 15.2 -->\n",
       "      <g transform=\"translate(20.878125 136.368515) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path d=\"M 50.14375 107.275644 \n",
       "L 608.14375 107.275644 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"107.275644\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- 15.4 -->\n",
       "      <g transform=\"translate(20.878125 111.074863) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <path d=\"M 50.14375 81.981993 \n",
       "L 608.14375 81.981993 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_38\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"81.981993\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- 15.6 -->\n",
       "      <g transform=\"translate(20.878125 85.781212) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-36\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_39\">\n",
       "      <path d=\"M 50.14375 56.688342 \n",
       "L 608.14375 56.688342 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_40\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"56.688342\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- 15.8 -->\n",
       "      <g transform=\"translate(20.878125 60.48756) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-38\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_41\">\n",
       "      <path d=\"M 50.14375 31.39469 \n",
       "L 608.14375 31.39469 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_42\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mfdd426b906\" x=\"50.14375\" y=\"31.39469\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_18\">\n",
       "      <!-- 16.0 -->\n",
       "      <g transform=\"translate(20.878125 35.193909) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-36\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(159.033203 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_19\">\n",
       "     <!-- Mean log(MV) -->\n",
       "     <g transform=\"translate(14.798437 167.669219) rotate(-90) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-4d\" d=\"M 628 4666 \n",
       "L 1569 4666 \n",
       "L 2759 1491 \n",
       "L 3956 4666 \n",
       "L 4897 4666 \n",
       "L 4897 0 \n",
       "L 4281 0 \n",
       "L 4281 4097 \n",
       "L 3078 897 \n",
       "L 2444 897 \n",
       "L 1241 4097 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6e\" d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \n",
       "Q 1497 3097 1228 2736 \n",
       "Q 959 2375 959 1747 \n",
       "Q 959 1119 1226 758 \n",
       "Q 1494 397 1959 397 \n",
       "Q 2419 397 2687 759 \n",
       "Q 2956 1122 2956 1747 \n",
       "Q 2956 2369 2687 2733 \n",
       "Q 2419 3097 1959 3097 \n",
       "z\n",
       "M 1959 3584 \n",
       "Q 2709 3584 3137 3096 \n",
       "Q 3566 2609 3566 1747 \n",
       "Q 3566 888 3137 398 \n",
       "Q 2709 -91 1959 -91 \n",
       "Q 1206 -91 779 398 \n",
       "Q 353 888 353 1747 \n",
       "Q 353 2609 779 3096 \n",
       "Q 1206 3584 1959 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-67\" d=\"M 2906 1791 \n",
       "Q 2906 2416 2648 2759 \n",
       "Q 2391 3103 1925 3103 \n",
       "Q 1463 3103 1205 2759 \n",
       "Q 947 2416 947 1791 \n",
       "Q 947 1169 1205 825 \n",
       "Q 1463 481 1925 481 \n",
       "Q 2391 481 2648 825 \n",
       "Q 2906 1169 2906 1791 \n",
       "z\n",
       "M 3481 434 \n",
       "Q 3481 -459 3084 -895 \n",
       "Q 2688 -1331 1869 -1331 \n",
       "Q 1566 -1331 1297 -1286 \n",
       "Q 1028 -1241 775 -1147 \n",
       "L 775 -588 \n",
       "Q 1028 -725 1275 -790 \n",
       "Q 1522 -856 1778 -856 \n",
       "Q 2344 -856 2625 -561 \n",
       "Q 2906 -266 2906 331 \n",
       "L 2906 616 \n",
       "Q 2728 306 2450 153 \n",
       "Q 2172 0 1784 0 \n",
       "Q 1141 0 747 490 \n",
       "Q 353 981 353 1791 \n",
       "Q 353 2603 747 3093 \n",
       "Q 1141 3584 1784 3584 \n",
       "Q 2172 3584 2450 3431 \n",
       "Q 2728 3278 2906 2969 \n",
       "L 2906 3500 \n",
       "L 3481 3500 \n",
       "L 3481 434 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-28\" d=\"M 1984 4856 \n",
       "Q 1566 4138 1362 3434 \n",
       "Q 1159 2731 1159 2009 \n",
       "Q 1159 1288 1364 580 \n",
       "Q 1569 -128 1984 -844 \n",
       "L 1484 -844 \n",
       "Q 1016 -109 783 600 \n",
       "Q 550 1309 550 2009 \n",
       "Q 550 2706 781 3412 \n",
       "Q 1013 4119 1484 4856 \n",
       "L 1984 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-56\" d=\"M 1831 0 \n",
       "L 50 4666 \n",
       "L 709 4666 \n",
       "L 2188 738 \n",
       "L 3669 4666 \n",
       "L 4325 4666 \n",
       "L 2547 0 \n",
       "L 1831 0 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-29\" d=\"M 513 4856 \n",
       "L 1013 4856 \n",
       "Q 1481 4119 1714 3412 \n",
       "Q 1947 2706 1947 2009 \n",
       "Q 1947 1309 1714 600 \n",
       "Q 1481 -109 1013 -844 \n",
       "L 513 -844 \n",
       "Q 928 -128 1133 580 \n",
       "Q 1338 1288 1338 2009 \n",
       "Q 1338 2731 1133 3434 \n",
       "Q 928 4138 513 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(86.279297 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(147.802734 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(209.082031 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(272.460938 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6c\" transform=\"translate(304.248047 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6f\" transform=\"translate(332.03125 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-67\" transform=\"translate(393.212891 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(456.689453 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(495.703125 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(581.982422 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(650.390625 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"line2d_43\">\n",
       "    <path d=\"M 50.14375 177.529285 \n",
       "L 56.07992 166.776194 \n",
       "L 59.048005 177.395827 \n",
       "L 62.01609 189.428409 \n",
       "L 64.984176 202.224205 \n",
       "L 67.952261 186.231059 \n",
       "L 70.920346 175.418357 \n",
       "L 73.888431 174.932144 \n",
       "L 76.856516 164.86842 \n",
       "L 79.824601 162.390956 \n",
       "L 82.792686 163.932161 \n",
       "L 85.760771 171.379652 \n",
       "L 88.728856 160.743784 \n",
       "L 91.696941 163.241291 \n",
       "L 94.665027 168.799042 \n",
       "L 97.633112 178.075263 \n",
       "L 100.601197 174.705023 \n",
       "L 103.569282 173.201187 \n",
       "L 106.537367 176.748073 \n",
       "L 109.505452 194.013983 \n",
       "L 112.473537 189.926623 \n",
       "L 115.441622 194.902396 \n",
       "L 118.409707 216.110268 \n",
       "L 121.377793 217.114765 \n",
       "L 124.345878 201.102836 \n",
       "L 127.313963 210.914551 \n",
       "L 130.282048 203.812984 \n",
       "L 133.250133 201.251399 \n",
       "L 136.218218 209.812166 \n",
       "L 139.186303 224.081016 \n",
       "L 142.154388 220.819065 \n",
       "L 145.122473 220.135733 \n",
       "L 148.090559 220.455828 \n",
       "L 151.058644 233.998125 \n",
       "L 154.026729 212.422621 \n",
       "L 156.994814 202.542185 \n",
       "L 159.962899 197.424454 \n",
       "L 162.930984 201.231896 \n",
       "L 165.899069 203.649726 \n",
       "L 168.867154 185.666314 \n",
       "L 171.835239 206.008592 \n",
       "L 174.803324 196.986746 \n",
       "L 177.77141 185.782005 \n",
       "L 180.739495 178.312156 \n",
       "L 183.70758 180.868906 \n",
       "L 186.675665 169.054091 \n",
       "L 189.64375 171.008005 \n",
       "L 192.611835 168.004032 \n",
       "L 195.57992 165.252571 \n",
       "L 198.548005 168.405771 \n",
       "L 201.51609 169.794226 \n",
       "L 204.484176 164.962283 \n",
       "L 207.452261 157.700608 \n",
       "L 210.420346 147.336464 \n",
       "L 213.388431 140.229384 \n",
       "L 216.356516 124.494602 \n",
       "L 219.324601 122.929126 \n",
       "L 222.292686 116.587829 \n",
       "L 225.260771 121.33764 \n",
       "L 231.196941 103.678154 \n",
       "L 234.165027 79.378456 \n",
       "L 237.133112 59.908915 \n",
       "L 240.101197 32.398125 \n",
       "L 243.069282 53.117459 \n",
       "L 246.037367 84.469131 \n",
       "L 249.005452 104.509193 \n",
       "L 251.973537 109.477582 \n",
       "L 254.941622 82.50572 \n",
       "L 257.909707 68.548787 \n",
       "L 260.877793 58.41074 \n",
       "L 263.845878 104.773202 \n",
       "L 266.813963 106.812889 \n",
       "L 269.782048 83.855723 \n",
       "L 272.750133 83.288546 \n",
       "L 275.718218 84.190538 \n",
       "L 278.686303 76.064533 \n",
       "L 281.654388 78.544268 \n",
       "L 284.622473 73.492644 \n",
       "L 287.590559 76.22809 \n",
       "L 293.526729 70.480622 \n",
       "L 296.494814 78.534566 \n",
       "L 299.462899 84.45996 \n",
       "L 302.430984 81.485835 \n",
       "L 305.399069 85.279031 \n",
       "L 308.367154 95.712667 \n",
       "L 311.335239 107.842456 \n",
       "L 314.303324 105.711208 \n",
       "L 317.27141 108.420905 \n",
       "L 320.239495 103.829491 \n",
       "L 323.20758 102.131453 \n",
       "L 326.175665 105.264999 \n",
       "L 329.14375 115.046553 \n",
       "L 332.111835 117.319136 \n",
       "L 335.07992 120.284839 \n",
       "L 338.048005 126.94128 \n",
       "L 341.01609 119.400423 \n",
       "L 343.984176 123.679478 \n",
       "L 346.952261 123.789493 \n",
       "L 349.920346 137.833167 \n",
       "L 352.888431 137.724829 \n",
       "L 355.856516 147.18645 \n",
       "L 358.824601 147.116214 \n",
       "L 361.792686 159.579892 \n",
       "L 364.760771 151.597396 \n",
       "L 367.728856 155.661664 \n",
       "L 370.696941 157.496449 \n",
       "L 373.665027 132.082949 \n",
       "L 376.633112 119.673535 \n",
       "L 379.601197 124.725088 \n",
       "L 382.569282 131.283366 \n",
       "L 385.537367 131.192503 \n",
       "L 388.505452 133.502005 \n",
       "L 391.473537 135.136599 \n",
       "L 394.441622 133.031904 \n",
       "L 397.409707 133.811544 \n",
       "L 400.377793 136.436987 \n",
       "L 403.345878 125.984118 \n",
       "L 406.313963 125.039437 \n",
       "L 409.282048 124.834856 \n",
       "L 412.250133 129.861745 \n",
       "L 415.218218 127.130515 \n",
       "L 418.186303 125.065155 \n",
       "L 421.154388 116.707525 \n",
       "L 424.122473 100.856496 \n",
       "L 427.090559 99.762246 \n",
       "L 430.058644 109.472101 \n",
       "L 433.026729 111.404294 \n",
       "L 435.994814 107.458551 \n",
       "L 438.962899 111.927023 \n",
       "L 441.930984 122.992014 \n",
       "L 444.899069 120.319972 \n",
       "L 447.867154 119.561349 \n",
       "L 450.835239 120.404932 \n",
       "L 453.803324 114.637963 \n",
       "L 456.77141 112.201768 \n",
       "L 459.739495 114.920707 \n",
       "L 462.70758 108.08214 \n",
       "L 465.675665 110.893553 \n",
       "L 468.64375 115.320991 \n",
       "L 471.611835 104.337941 \n",
       "L 474.57992 101.63534 \n",
       "L 477.548005 114.700917 \n",
       "L 480.51609 109.724789 \n",
       "L 483.484176 117.090164 \n",
       "L 486.452261 138.986421 \n",
       "L 489.420346 126.482273 \n",
       "L 492.388431 118.948521 \n",
       "L 495.356516 113.436046 \n",
       "L 498.324601 117.019743 \n",
       "L 501.292686 129.534644 \n",
       "L 504.260771 127.144495 \n",
       "L 507.228856 118.482201 \n",
       "L 510.196941 124.396916 \n",
       "L 513.165027 117.058761 \n",
       "L 516.133112 113.492206 \n",
       "L 519.101197 115.700905 \n",
       "L 522.069282 120.558631 \n",
       "L 525.037367 120.804037 \n",
       "L 530.973537 118.391232 \n",
       "L 533.941622 122.64512 \n",
       "L 536.909707 122.448097 \n",
       "L 539.877793 123.991414 \n",
       "L 542.845878 117.77754 \n",
       "L 545.813963 118.414239 \n",
       "L 548.782048 144.468914 \n",
       "L 551.750133 137.629152 \n",
       "L 554.718218 132.690755 \n",
       "L 557.686303 134.591055 \n",
       "L 560.654388 135.6935 \n",
       "L 563.622473 147.110135 \n",
       "L 566.590559 144.061431 \n",
       "L 569.558644 147.471034 \n",
       "L 572.526729 120.439458 \n",
       "L 575.494814 110.729135 \n",
       "L 578.462899 104.677423 \n",
       "L 581.430984 111.698685 \n",
       "L 584.399069 113.771477 \n",
       "L 587.367154 104.298561 \n",
       "L 590.335239 104.039828 \n",
       "L 593.303324 107.080651 \n",
       "L 596.27141 101.021336 \n",
       "L 599.239495 94.359588 \n",
       "L 602.20758 88.165564 \n",
       "L 605.175665 77.435303 \n",
       "L 608.14375 76.887416 \n",
       "L 608.14375 76.887416 \n",
       "\" clip-path=\"url(#p1e1ac8b79e)\" style=\"fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 50.14375 244.078125 \n",
       "L 50.14375 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 608.14375 244.078125 \n",
       "L 608.14375 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 50.14375 244.078125 \n",
       "L 608.14375 244.078125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 50.14375 22.318125 \n",
       "L 608.14375 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_20\">\n",
       "    <!-- Mean log(MV) -->\n",
       "    <g transform=\"translate(287.778437 16.318125) scale(0.12 -0.12)\">\n",
       "     <use xlink:href=\"#DejaVuSans-4d\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(86.279297 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(147.802734 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(209.082031 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(272.460938 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" transform=\"translate(304.248047 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" transform=\"translate(332.03125 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-67\" transform=\"translate(393.212891 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(456.689453 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(495.703125 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(581.982422 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(650.390625 0)\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p1e1ac8b79e\">\n",
       "   <rect x=\"50.14375\" y=\"22.318125\" width=\"558\" height=\"221.76\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 600x500 with 0 Axes>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1d59e75f110>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Return vs log(MV) — 2010-01')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'log(MV)')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Return')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"394.160937pt\" height=\"337.074375pt\" viewBox=\"0 0 394.160937 337.074375\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2025-10-31T17:51:56.650588</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 337.074375 \n",
       "L 394.160937 337.074375 \n",
       "L 394.160937 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 52.160938 299.518125 \n",
       "L 386.960938 299.518125 \n",
       "L 386.960938 22.318125 \n",
       "L 52.160938 22.318125 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"PathCollection_1\">\n",
       "    <defs>\n",
       "     <path id=\"m4957340414\" d=\"M 0 3 \n",
       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \n",
       "C 2.683901 1.55874 3 0.795609 3 0 \n",
       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \n",
       "C 1.55874 -2.683901 0.795609 -3 0 -3 \n",
       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \n",
       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \n",
       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \n",
       "C -1.55874 2.683901 -0.795609 3 0 3 \n",
       "z\n",
       "\" style=\"stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "    </defs>\n",
       "    <g clip-path=\"url(#p4f31747315)\">\n",
       "     <use xlink:href=\"#m4957340414\" x=\"286.416912\" y=\"247.980373\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"296.572661\" y=\"253.821268\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.58771\" y=\"246.895042\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.519709\" y=\"250.490782\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.623011\" y=\"227.535693\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"146.399027\" y=\"271.463538\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.916314\" y=\"234.834823\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.14291\" y=\"231.963005\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.409261\" y=\"243.613185\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.026945\" y=\"238.987596\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.446748\" y=\"258.987091\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.076476\" y=\"235.835052\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.531086\" y=\"220.421137\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.787581\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"151.664181\" y=\"259.466759\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.973999\" y=\"221.190153\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.06599\" y=\"222.301567\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.985649\" y=\"227.596923\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.071804\" y=\"256.715853\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.904628\" y=\"223.566387\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.881681\" y=\"236.954203\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.555225\" y=\"241.856761\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.530559\" y=\"206.91263\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.706421\" y=\"248.699211\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.755066\" y=\"237.185195\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.73085\" y=\"258.011619\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.644192\" y=\"238.874421\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.400042\" y=\"228.875005\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"149.971642\" y=\"233.373052\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.182188\" y=\"252.153483\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.029835\" y=\"234.448436\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.127734\" y=\"213.807026\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.222985\" y=\"240.387033\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.733784\" y=\"253.756502\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.476492\" y=\"258.825728\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.919531\" y=\"225.368789\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.582562\" y=\"255.230209\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.071767\" y=\"205.453733\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.953604\" y=\"235.3419\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.074965\" y=\"212.460862\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.057524\" y=\"224.444599\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.749686\" y=\"216.313898\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.421415\" y=\"254.024629\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.046951\" y=\"230.800971\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"257.219201\" y=\"265.911549\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.238973\" y=\"198.281705\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.409047\" y=\"248.322993\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"286.540406\" y=\"230.856453\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.280875\" y=\"239.848346\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.472494\" y=\"191.498053\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.57952\" y=\"204.193555\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.725099\" y=\"247.836694\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.426084\" y=\"212.259048\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.309944\" y=\"260.711685\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.2873\" y=\"226.688428\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.251924\" y=\"232.886752\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.467411\" y=\"236.710611\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.589597\" y=\"237.116008\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.061277\" y=\"210.692943\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.79044\" y=\"211.266776\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.423138\" y=\"225.434881\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.966425\" y=\"222.926683\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.842636\" y=\"214.100795\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.714871\" y=\"241.0316\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.249258\" y=\"257.246361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.916668\" y=\"235.383899\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.344861\" y=\"263.567145\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.985923\" y=\"248.708937\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.471814\" y=\"221.637106\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.988571\" y=\"211.158906\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.543983\" y=\"259.152654\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.725339\" y=\"253.283686\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.985951\" y=\"241.79089\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.421869\" y=\"241.739828\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.015944\" y=\"251.796274\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.840525\" y=\"246.963345\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.023236\" y=\"242.703585\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.187795\" y=\"211.499095\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.620288\" y=\"250.077427\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.571492\" y=\"219.301986\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.813552\" y=\"214.699164\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.193563\" y=\"220.296909\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.239352\" y=\"226.179803\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.38611\" y=\"177.448207\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.417178\" y=\"228.857543\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.51029\" y=\"231.874145\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.593492\" y=\"228.939108\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"245.706827\" y=\"198.826139\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.198762\" y=\"231.504115\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.217436\" y=\"257.747249\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.020621\" y=\"234.179424\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.35028\" y=\"224.167409\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.402777\" y=\"239.082425\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.799915\" y=\"236.157556\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.155791\" y=\"236.554995\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.100432\" y=\"222.430879\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.91939\" y=\"238.986491\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.850592\" y=\"235.125939\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.586028\" y=\"226.717606\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.620156\" y=\"255.532599\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.475324\" y=\"249.231709\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.251621\" y=\"220.494524\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.159571\" y=\"231.681836\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.455574\" y=\"250.205191\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.671795\" y=\"209.636569\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.312898\" y=\"221.32079\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.773064\" y=\"234.399585\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.956753\" y=\"209.724324\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.647265\" y=\"230.70349\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.046688\" y=\"188.826502\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.384875\" y=\"242.898768\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.932358\" y=\"246.658302\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.711938\" y=\"251.805558\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.996728\" y=\"175.65111\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.759464\" y=\"194.81616\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.802855\" y=\"233.67942\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.555075\" y=\"228.77863\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"273.747737\" y=\"257.205026\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"240.903424\" y=\"239.427918\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.211711\" y=\"228.83367\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.780907\" y=\"236.248185\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.695366\" y=\"247.310164\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.632284\" y=\"246.35105\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.731796\" y=\"223.168727\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.687\" y=\"235.599196\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.793098\" y=\"247.437928\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.481976\" y=\"220.357034\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"262.887212\" y=\"232.362655\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.489766\" y=\"233.643169\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.489909\" y=\"263.247514\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.588421\" y=\"227.804705\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.82041\" y=\"230.145572\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.074788\" y=\"232.552753\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.267896\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.868702\" y=\"243.14678\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.084657\" y=\"213.148533\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.342455\" y=\"245.889065\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.849709\" y=\"259.641384\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.4385\" y=\"204.58591\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.485835\" y=\"246.951629\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.454121\" y=\"192.525028\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.853659\" y=\"253.880508\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.293954\" y=\"226.948156\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.763826\" y=\"216.940119\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.962301\" y=\"247.396151\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.443014\" y=\"250.963597\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.756582\" y=\"238.474551\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.435106\" y=\"239.534241\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"266.110268\" y=\"245.124028\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.991186\" y=\"231.079488\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.498499\" y=\"224.963834\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.247811\" y=\"213.421081\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.342022\" y=\"191.798895\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.951289\" y=\"157.759501\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"259.546807\" y=\"246.69367\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.971463\" y=\"248.877595\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.579153\" y=\"226.596473\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.89482\" y=\"227.306912\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.265615\" y=\"242.044429\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.676518\" y=\"220.22308\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.98962\" y=\"232.629235\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.941059\" y=\"240.531375\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.286669\" y=\"234.850738\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.807346\" y=\"221.608812\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.792453\" y=\"222.722216\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.955767\" y=\"226.04806\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.005912\" y=\"242.316977\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.569623\" y=\"199.170085\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.925458\" y=\"229.353126\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.10509\" y=\"241.44606\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.466364\" y=\"241.155385\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.936071\" y=\"248.405885\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.384671\" y=\"254.065302\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.010746\" y=\"208.154683\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.533263\" y=\"237.026927\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.468842\" y=\"230.099374\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.830953\" y=\"244.211554\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.455897\" y=\"235.564271\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.5117\" y=\"239.911786\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.71661\" y=\"202.226033\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"147.402348\" y=\"233.725618\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.91613\" y=\"207.113118\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.387997\" y=\"241.002643\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.814086\" y=\"203.163264\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.683942\" y=\"245.480353\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.82011\" y=\"229.310464\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.095873\" y=\"230.63784\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.500546\" y=\"252.972013\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.60543\" y=\"173.648442\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.046294\" y=\"246.802424\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.967079\" y=\"228.895563\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.302065\" y=\"257.271118\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.500522\" y=\"215.647668\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.329871\" y=\"216.707359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.683057\" y=\"252.909457\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.827904\" y=\"218.499371\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.647648\" y=\"207.169264\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.008466\" y=\"258.944208\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.712662\" y=\"208.795934\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.132091\" y=\"265.276929\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.485271\" y=\"264.253048\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.878451\" y=\"204.32994\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.76834\" y=\"260.603373\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.758218\" y=\"233.928096\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.486428\" y=\"241.980547\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.853278\" y=\"237.634579\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.014088\" y=\"270.513044\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.9144\" y=\"203.455928\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"276.049744\" y=\"261.952632\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.485529\" y=\"237.962831\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.285106\" y=\"250.339366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.512234\" y=\"261.39604\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.800089\" y=\"250.576989\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.914168\" y=\"241.005075\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.593122\" y=\"165.109471\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.477062\" y=\"232.03175\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.120598\" y=\"246.342429\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.817389\" y=\"242.414016\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.229143\" y=\"271.667563\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.877513\" y=\"238.606736\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.091347\" y=\"248.960929\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.178695\" y=\"172.871248\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.223432\" y=\"214.42131\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.147378\" y=\"254.68467\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.875694\" y=\"251.786769\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.420441\" y=\"249.664294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.071914\" y=\"231.861766\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.711303\" y=\"235.55344\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.904212\" y=\"237.555887\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.198903\" y=\"234.736236\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.611752\" y=\"252.019308\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.898939\" y=\"222.964481\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.415086\" y=\"253.315738\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.964887\" y=\"247.163832\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.677349\" y=\"207.515862\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.926157\" y=\"225.678031\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.392233\" y=\"235.056752\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.393743\" y=\"232.905541\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.061911\" y=\"244.46863\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.008898\" y=\"245.71024\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.450746\" y=\"217.082472\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.789733\" y=\"231.153096\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.795241\" y=\"204.278878\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.573378\" y=\"209.086388\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.481049\" y=\"262.757899\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.425233\" y=\"216.127778\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"255.173797\" y=\"266.163098\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.742708\" y=\"176.978486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.281089\" y=\"249.999177\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.876424\" y=\"254.543422\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.370906\" y=\"198.153499\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.473804\" y=\"203.45637\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.908144\" y=\"255.720708\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.938676\" y=\"265.063841\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.852515\" y=\"272.131094\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.748404\" y=\"235.017185\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.29175\" y=\"232.12481\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.356896\" y=\"286.918125\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.110637\" y=\"247.536072\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.366564\" y=\"239.490695\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.315118\" y=\"219.039163\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.476182\" y=\"235.328858\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.581992\" y=\"247.82741\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.820136\" y=\"196.323245\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.173115\" y=\"234.458162\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.599347\" y=\"231.931617\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.992482\" y=\"136.205618\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"147.327534\" y=\"246.794466\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.113433\" y=\"251.126507\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.624473\" y=\"238.133257\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.983955\" y=\"244.761736\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.667225\" y=\"223.118108\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.162599\" y=\"251.87784\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.062098\" y=\"195.058425\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.993663\" y=\"214.974807\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.305538\" y=\"240.679254\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.052648\" y=\"205.123271\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.448976\" y=\"256.399095\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.604343\" y=\"228.300951\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.556897\" y=\"240.366696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.36545\" y=\"254.089617\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.312424\" y=\"231.018037\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.222684\" y=\"239.015227\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.398935\" y=\"246.668691\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.433015\" y=\"246.025892\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.780959\" y=\"232.259869\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"239.921966\" y=\"227.852672\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.564201\" y=\"261.967884\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.078058\" y=\"258.908841\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.807797\" y=\"234.743752\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.253003\" y=\"243.471938\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.082118\" y=\"231.728034\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.336916\" y=\"214.926177\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.99542\" y=\"181.946916\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.940795\" y=\"202.724711\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.026992\" y=\"182.060312\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.406974\" y=\"243.358542\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.345351\" y=\"237.299033\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.972924\" y=\"226.596473\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.526449\" y=\"237.306991\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.826817\" y=\"214.895231\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.389792\" y=\"232.447315\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.754229\" y=\"224.038318\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.308568\" y=\"244.5807\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"263.993051\" y=\"269.12687\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.140784\" y=\"199.830125\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.071191\" y=\"238.508592\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.76921\" y=\"222.354618\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.33745\" y=\"237.126397\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.766101\" y=\"250.762888\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.339083\" y=\"243.502221\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.639452\" y=\"234.670586\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.013006\" y=\"210.029808\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.495188\" y=\"229.321295\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.225135\" y=\"235.859366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.32676\" y=\"244.22968\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.50737\" y=\"246.284073\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.862328\" y=\"217.021906\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.999975\" y=\"242.151635\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.144519\" y=\"234.349629\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.395077\" y=\"243.324058\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.65991\" y=\"214.142352\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"249.221695\" y=\"267.554356\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.744219\" y=\"206.021598\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.362835\" y=\"246.411616\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.919913\" y=\"207.749507\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.594141\" y=\"229.503879\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.183701\" y=\"260.067117\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.78265\" y=\"248.65235\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.857905\" y=\"241.035137\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.771068\" y=\"217.806837\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.507641\" y=\"243.145454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.583545\" y=\"261.888087\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.859161\" y=\"224.065949\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.597253\" y=\"234.906883\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.054217\" y=\"194.113237\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.334821\" y=\"206.882568\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.893991\" y=\"245.148343\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.060318\" y=\"245.80971\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"302.515944\" y=\"241.007506\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.996818\" y=\"258.159056\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.223745\" y=\"224.638235\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.279213\" y=\"209.925696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.773691\" y=\"234.958387\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.827301\" y=\"259.38873\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.033818\" y=\"236.323782\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.497775\" y=\"241.561887\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.556206\" y=\"239.16178\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.839234\" y=\"207.93629\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"259.68385\" y=\"264.635235\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.886806\" y=\"243.006638\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.544936\" y=\"236.171924\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.445239\" y=\"228.39799\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.861231\" y=\"208.86048\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.887099\" y=\"230.792129\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.863108\" y=\"126.757046\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.621479\" y=\"242.134173\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.71533\" y=\"200.276415\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.578705\" y=\"252.248974\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.772289\" y=\"232.350276\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.088895\" y=\"230.961229\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.655135\" y=\"232.803418\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"247.453115\" y=\"211.690299\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.815173\" y=\"251.158559\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.983275\" y=\"281.510478\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.048889\" y=\"247.498937\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.925617\" y=\"253.318611\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.546352\" y=\"216.66315\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.400255\" y=\"196.279478\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.755125\" y=\"249.548246\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.233669\" y=\"225.872771\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.542053\" y=\"239.082425\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.573731\" y=\"251.617669\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.401873\" y=\"222.80135\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.972529\" y=\"225.902833\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.858557\" y=\"257.356884\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.657591\" y=\"237.368441\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.318111\" y=\"242.73851\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.071565\" y=\"208.119979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.775882\" y=\"224.60132\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.516013\" y=\"177.517173\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.858662\" y=\"261.636316\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.663787\" y=\"229.922759\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.544266\" y=\"218.586463\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.731088\" y=\"248.875163\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.083428\" y=\"216.383085\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.630271\" y=\"238.397848\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.060606\" y=\"240.518997\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.457627\" y=\"248.261984\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.214711\" y=\"261.098735\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.37034\" y=\"238.718584\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.299629\" y=\"236.146504\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.065474\" y=\"229.135175\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.157009\" y=\"246.304409\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.310237\" y=\"267.568061\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.518675\" y=\"264.579089\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.943314\" y=\"249.961821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.734267\" y=\"250.168719\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.996164\" y=\"267.333753\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.534764\" y=\"220.966234\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.232841\" y=\"213.698051\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.63554\" y=\"237.31318\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.079668\" y=\"237.713493\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.889936\" y=\"220.228606\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.515662\" y=\"219.564366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.727395\" y=\"223.608828\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.559828\" y=\"252.493229\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.656149\" y=\"229.233762\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.326279\" y=\"271.634848\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.909745\" y=\"242.608315\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.235527\" y=\"255.760717\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.582609\" y=\"248.194566\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.161441\" y=\"278.159877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.317299\" y=\"240.871121\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.558297\" y=\"187.722603\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.097562\" y=\"255.674952\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.880648\" y=\"221.297359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.490639\" y=\"240.304804\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.640664\" y=\"259.37812\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.543091\" y=\"243.849925\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.410003\" y=\"212.242248\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.827653\" y=\"240.122\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.410272\" y=\"225.058883\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.214246\" y=\"169.298496\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.288558\" y=\"231.130549\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.327384\" y=\"240.453567\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.956942\" y=\"135.733687\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.557102\" y=\"203.833694\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.2816\" y=\"253.879403\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.033214\" y=\"192.491208\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.90007\" y=\"199.24524\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"269.420899\" y=\"272.415579\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.899131\" y=\"249.496521\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.896985\" y=\"238.498866\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.349293\" y=\"216.896794\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.921778\" y=\"211.224115\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.505064\" y=\"251.329648\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.06438\" y=\"203.377236\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.376198\" y=\"225.668084\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.498245\" y=\"263.86224\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.58987\" y=\"245.92598\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.237736\" y=\"183.615585\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.191031\" y=\"201.170764\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.35507\" y=\"229.794111\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.891435\" y=\"251.064836\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"247.063819\" y=\"227.830789\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.869498\" y=\"221.978178\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.660554\" y=\"206.599852\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.482088\" y=\"215.026532\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.259358\" y=\"217.69764\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.195817\" y=\"233.971642\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.30558\" y=\"221.448996\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.431752\" y=\"213.54774\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.799295\" y=\"228.162135\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.153676\" y=\"228.527744\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.468564\" y=\"205.773364\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.563619\" y=\"259.490632\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.11064\" y=\"195.084509\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.340298\" y=\"237.051905\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.015063\" y=\"251.270187\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.157081\" y=\"270.695406\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.358582\" y=\"225.566403\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.514764\" y=\"214.697617\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.45565\" y=\"178.033755\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.30741\" y=\"234.149804\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.390871\" y=\"227.600017\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.13451\" y=\"214.977239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.275631\" y=\"226.06508\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"283.480859\" y=\"250.781456\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.314138\" y=\"227.076583\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.339837\" y=\"259.459243\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.952151\" y=\"230.882095\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.862543\" y=\"221.29537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.860558\" y=\"216.238743\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.389138\" y=\"250.736142\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.261886\" y=\"250.983933\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.214009\" y=\"244.910499\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.965827\" y=\"223.639553\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.166856\" y=\"233.969652\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.624536\" y=\"185.970821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.346483\" y=\"233.4849\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.520564\" y=\"245.651663\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.50223\" y=\"199.218494\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.670861\" y=\"235.295259\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.860322\" y=\"265.954432\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.041174\" y=\"197.850225\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.783705\" y=\"224.452557\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.883978\" y=\"212.296183\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.834864\" y=\"195.240567\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.755519\" y=\"194.488129\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.990947\" y=\"231.186695\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.041206\" y=\"223.52041\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.887389\" y=\"253.433997\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.742411\" y=\"221.804658\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.312062\" y=\"237.227635\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.000722\" y=\"236.707295\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.510024\" y=\"175.382099\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.928542\" y=\"241.609854\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.449532\" y=\"238.81275\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.312698\" y=\"233.045242\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.186747\" y=\"227.202357\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.014636\" y=\"236.010782\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.374584\" y=\"228.834333\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.559777\" y=\"231.21101\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.235854\" y=\"219.390183\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.152983\" y=\"214.473477\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.42367\" y=\"238.631051\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.760091\" y=\"203.958584\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.14492\" y=\"217.158954\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.098774\" y=\"195.608607\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.216024\" y=\"239.330658\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.199552\" y=\"192.420253\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.632445\" y=\"243.342405\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.884599\" y=\"214.108311\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.447383\" y=\"214.836654\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.68269\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.291265\" y=\"232.290152\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.834528\" y=\"215.590197\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.615869\" y=\"237.754607\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.36854\" y=\"262.068459\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.998926\" y=\"233.630569\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.807257\" y=\"214.189655\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.570863\" y=\"235.418824\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.871022\" y=\"221.496521\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.452061\" y=\"243.58887\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.689623\" y=\"228.054486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.953265\" y=\"203.497484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.700496\" y=\"238.872432\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.02297\" y=\"244.786714\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.035618\" y=\"237.951116\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.450272\" y=\"242.511718\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.989774\" y=\"234.318903\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.531041\" y=\"210.365797\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.173869\" y=\"197.99722\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.35658\" y=\"233.41505\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.812107\" y=\"202.763614\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.906801\" y=\"232.470525\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.45462\" y=\"209.820478\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.830677\" y=\"212.740263\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.679848\" y=\"225.615917\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.892272\" y=\"233.726061\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.928029\" y=\"248.113\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.850963\" y=\"241.636821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.974501\" y=\"194.898168\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.584761\" y=\"206.225401\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.329359\" y=\"191.73656\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.962685\" y=\"237.838383\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.320158\" y=\"228.44662\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.23124\" y=\"248.474188\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.11722\" y=\"227.313322\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.653579\" y=\"233.999272\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.269597\" y=\"238.28821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.830272\" y=\"243.463096\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.466862\" y=\"244.99737\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.796449\" y=\"279.941722\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.847192\" y=\"254.089395\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.500606\" y=\"232.897805\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.00727\" y=\"197.728871\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.360342\" y=\"234.229822\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.00872\" y=\"213.05282\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.034021\" y=\"215.407171\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.198947\" y=\"164.615877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.813873\" y=\"213.311443\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.11476\" y=\"204.312256\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.411492\" y=\"237.503058\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.142929\" y=\"221.918496\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.567174\" y=\"230.039029\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.684686\" y=\"213.794869\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.111619\" y=\"236.144294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"151.335143\" y=\"215.846167\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.630785\" y=\"240.64035\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.332147\" y=\"247.158969\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.731913\" y=\"253.581655\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.919414\" y=\"215.503547\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.433733\" y=\"231.881439\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.055487\" y=\"198.425826\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.075204\" y=\"231.078825\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.500168\" y=\"242.333777\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.819252\" y=\"218.85039\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.208713\" y=\"229.245698\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.773428\" y=\"238.39829\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.546139\" y=\"233.79989\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.512034\" y=\"222.560632\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.277278\" y=\"244.369602\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.001888\" y=\"246.818781\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.686483\" y=\"200.441094\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.265123\" y=\"255.231977\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.437161\" y=\"233.773364\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.904019\" y=\"226.099785\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.595075\" y=\"265.765217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.781478\" y=\"269.124218\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.39208\" y=\"209.435418\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.310443\" y=\"230.682049\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.856427\" y=\"243.941216\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.947821\" y=\"226.433784\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.959741\" y=\"192.502923\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.135099\" y=\"212.659802\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.354135\" y=\"191.054857\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.03049\" y=\"229.151312\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.956591\" y=\"264.568037\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.206407\" y=\"194.922483\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.899755\" y=\"196.016877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.844692\" y=\"187.370257\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.216491\" y=\"197.292749\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.724349\" y=\"233.502363\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.850927\" y=\"222.24498\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.727987\" y=\"245.516162\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.148904\" y=\"208.290846\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.124625\" y=\"232.926762\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.083172\" y=\"229.420103\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.877956\" y=\"264.058749\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.608483\" y=\"207.455296\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.68812\" y=\"209.421492\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.704407\" y=\"229.226467\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.181922\" y=\"230.219402\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.814934\" y=\"246.082922\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.275543\" y=\"218.181287\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"141.528831\" y=\"222.414521\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"144.473221\" y=\"252.043844\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"151.134175\" y=\"233.193342\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.861764\" y=\"234.359355\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.974369\" y=\"217.198079\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.446216\" y=\"231.7928\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.117379\" y=\"235.302554\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"141.650089\" y=\"253.602654\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.32054\" y=\"213.584213\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.140218\" y=\"246.994291\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.413001\" y=\"244.357444\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.24797\" y=\"228.486408\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.976203\" y=\"236.27051\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.283761\" y=\"233.498384\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.954688\" y=\"231.200842\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.124526\" y=\"244.008414\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.55025\" y=\"210.849222\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.1425\" y=\"211.669741\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.07701\" y=\"242.131741\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.329333\" y=\"254.544748\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.730495\" y=\"178.344766\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.509049\" y=\"234.510549\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.085407\" y=\"232.604257\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"140.963833\" y=\"243.919333\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.57384\" y=\"253.662336\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.326299\" y=\"183.755286\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"139.597394\" y=\"246.223728\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.465861\" y=\"220.141294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.977581\" y=\"230.688459\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.041508\" y=\"202.629661\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.650702\" y=\"238.579326\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.387925\" y=\"234.065144\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.501643\" y=\"239.014564\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.930838\" y=\"234.344987\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"146.281496\" y=\"255.039668\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.978206\" y=\"255.663678\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.162926\" y=\"228.608204\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.459993\" y=\"243.103898\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.660381\" y=\"249.380251\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.702484\" y=\"219.810831\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.699516\" y=\"235.312059\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.943379\" y=\"216.490734\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.976437\" y=\"199.082993\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.884898\" y=\"198.853106\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.329855\" y=\"254.147088\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.092502\" y=\"229.021116\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.065315\" y=\"244.962223\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.599276\" y=\"231.393593\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.895247\" y=\"245.905202\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.908952\" y=\"234.639861\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.386631\" y=\"227.507842\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"144.523696\" y=\"250.192813\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.353138\" y=\"185.4969\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.537996\" y=\"239.146749\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.417977\" y=\"137.222646\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.14057\" y=\"238.769867\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.262889\" y=\"258.770688\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.700139\" y=\"219.425771\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"145.435281\" y=\"235.60627\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.693611\" y=\"209.740018\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.871784\" y=\"247.844651\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.43228\" y=\"232.98357\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.756919\" y=\"231.686699\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.872077\" y=\"231.336342\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.31581\" y=\"250.08229\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.734674\" y=\"166.755594\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.590092\" y=\"259.097393\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.519003\" y=\"204.749925\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.705294\" y=\"203.376794\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.722826\" y=\"240.387033\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.361417\" y=\"224.643761\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.417602\" y=\"251.56484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.024155\" y=\"240.458209\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.565996\" y=\"250.745647\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.352208\" y=\"262.804982\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.76535\" y=\"276.345981\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.992911\" y=\"229.153743\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.326699\" y=\"219.310827\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.386941\" y=\"219.596197\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.582374\" y=\"233.777343\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.638429\" y=\"193.893076\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.628571\" y=\"227.90506\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.263213\" y=\"262.852506\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.631541\" y=\"222.389543\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.841566\" y=\"233.646484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.869954\" y=\"246.210465\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"139.307784\" y=\"222.4269\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.212961\" y=\"226.083427\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.285644\" y=\"197.104861\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.353932\" y=\"243.669331\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.715683\" y=\"240.309225\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.330328\" y=\"259.220294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.738716\" y=\"240.188755\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.149463\" y=\"248.190145\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.007572\" y=\"214.705132\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.433117\" y=\"192.045139\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.787331\" y=\"246.303525\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.745798\" y=\"186.029619\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.193909\" y=\"240.553701\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.646342\" y=\"196.987707\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.932754\" y=\"250.323451\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.784466\" y=\"232.267163\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.587325\" y=\"248.099737\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.789195\" y=\"234.66727\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.784866\" y=\"244.245374\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.469592\" y=\"214.049513\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.555433\" y=\"231.800537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.533375\" y=\"209.585286\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.102086\" y=\"228.912804\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.739296\" y=\"231.30628\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.934063\" y=\"247.220199\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.416825\" y=\"278.446352\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.350878\" y=\"253.284349\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.050545\" y=\"239.963289\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.999574\" y=\"243.658058\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.964094\" y=\"215.910049\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.711903\" y=\"164.016845\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.263535\" y=\"239.246661\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.534117\" y=\"218.508213\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.121651\" y=\"215.741171\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.400407\" y=\"223.23924\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.88694\" y=\"261.616422\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.396908\" y=\"218.380228\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.082331\" y=\"234.175666\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.861111\" y=\"202.624798\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.366706\" y=\"198.858411\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.880901\" y=\"233.246172\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.668825\" y=\"242.601462\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.788752\" y=\"226.682901\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.778885\" y=\"241.305696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.766015\" y=\"235.319795\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.510898\" y=\"257.421871\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.901803\" y=\"252.121873\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.114064\" y=\"249.577866\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.181448\" y=\"201.748133\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.897457\" y=\"215.456464\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.437908\" y=\"166.706964\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.002559\" y=\"249.317474\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.237998\" y=\"236.834175\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.233658\" y=\"227.119908\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.131907\" y=\"264.590805\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.994901\" y=\"228.171861\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.428836\" y=\"228.945961\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.026477\" y=\"232.008319\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.346333\" y=\"244.712664\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"147.311172\" y=\"263.194463\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.12964\" y=\"218.277442\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.976549\" y=\"250.095111\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.338859\" y=\"150.176108\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.776283\" y=\"236.293941\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.99976\" y=\"243.044879\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.726345\" y=\"253.874761\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.266274\" y=\"174.279968\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"157.628314\" y=\"247.951416\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.48458\" y=\"268.304583\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.108802\" y=\"265.563403\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"135.147618\" y=\"241.299286\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.645844\" y=\"236.73581\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.661116\" y=\"241.213299\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.852405\" y=\"217.887518\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"125.253189\" y=\"232.972739\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"110.296092\" y=\"236.000172\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"138.386886\" y=\"252.368339\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.465235\" y=\"234.035745\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.105013\" y=\"250.923146\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"106.80481\" y=\"240.798619\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"137.429649\" y=\"233.549224\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.57868\" y=\"215.12976\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"138.798437\" y=\"253.714282\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"104.121034\" y=\"245.66161\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.656515\" y=\"238.916862\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"245.313867\" y=\"202.699732\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"131.568214\" y=\"232.562037\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.838159\" y=\"236.346108\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.623805\" y=\"238.023398\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.606823\" y=\"234.839907\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"149.220096\" y=\"195.091361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.820748\" y=\"237.114239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"162.862321\" y=\"238.520749\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.689013\" y=\"247.391509\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"138.251296\" y=\"245.866961\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"134.77272\" y=\"257.031947\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.339298\" y=\"238.304788\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.046764\" y=\"232.582152\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.821031\" y=\"213.236509\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.676628\" y=\"229.479122\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"129.769769\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.775184\" y=\"237.947137\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.891878\" y=\"207.401361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.514838\" y=\"239.832431\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.436473\" y=\"237.192047\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.429748\" y=\"234.334156\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.746927\" y=\"230.148888\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.415851\" y=\"245.567445\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.909171\" y=\"222.079417\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.857725\" y=\"248.975297\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.07043\" y=\"253.20831\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.12652\" y=\"187.132191\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"134.279305\" y=\"163.202073\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.851695\" y=\"270.268789\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.811801\" y=\"232.690022\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.729668\" y=\"231.451065\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.180474\" y=\"227.096477\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.937233\" y=\"243.314332\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.171299\" y=\"286.018914\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.180177\" y=\"231.397793\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.469127\" y=\"228.153293\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.914999\" y=\"234.571558\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"141.915485\" y=\"233.343432\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.913233\" y=\"254.271316\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.856762\" y=\"207.352068\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.54841\" y=\"258.646019\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.894988\" y=\"261.468764\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.380883\" y=\"243.987857\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"146.456141\" y=\"265.485374\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.323438\" y=\"257.413913\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.234423\" y=\"252.549153\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.350516\" y=\"268.727884\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"150.579661\" y=\"261.78309\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.17914\" y=\"217.446975\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.580145\" y=\"243.182148\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"133.397742\" y=\"266.216591\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.441471\" y=\"275.069446\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.368537\" y=\"245.006433\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"138.944754\" y=\"265.113134\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.877475\" y=\"256.93734\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.338916\" y=\"259.4882\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"139.582123\" y=\"253.679799\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"149.363019\" y=\"254.116142\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.433164\" y=\"277.360578\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.247327\" y=\"263.605165\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"138.148278\" y=\"266.565621\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.010318\" y=\"254.741699\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"132.957748\" y=\"257.252771\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.571705\" y=\"242.158709\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.026727\" y=\"255.465622\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.993564\" y=\"272.013719\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.772823\" y=\"272.225259\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"140.076885\" y=\"275.465559\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.979162\" y=\"265.401819\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.090909\" y=\"270.048407\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.931181\" y=\"192.630245\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.560772\" y=\"255.962089\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"145.520549\" y=\"266.948913\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.177928\" y=\"281.461406\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"312.308901\" y=\"244.858111\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.456798\" y=\"211.566955\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.785995\" y=\"264.07378\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.431986\" y=\"257.27355\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.717763\" y=\"248.782988\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"243.905282\" y=\"242.691649\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.474299\" y=\"209.423702\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.704387\" y=\"252.822365\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.72785\" y=\"241.70004\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.735163\" y=\"169.803584\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"273.627825\" y=\"253.128291\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"308.456645\" y=\"242.765036\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.923075\" y=\"217.044673\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"303.705447\" y=\"235.195789\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"307.736855\" y=\"271.358099\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.736679\" y=\"221.239003\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.321278\" y=\"231.003669\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"262.85286\" y=\"239.782474\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.458003\" y=\"243.108982\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"359.566666\" y=\"265.649611\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.432145\" y=\"222.668281\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"317.452066\" y=\"248.044697\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"277.056464\" y=\"259.612428\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.848317\" y=\"207.351626\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.70039\" y=\"191.208483\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"324.546634\" y=\"259.031742\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"249.946414\" y=\"181.079977\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.965319\" y=\"193.111239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.059478\" y=\"241.070283\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"285.16608\" y=\"256.721821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"311.076771\" y=\"231.646026\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.66892\" y=\"249.179984\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.332215\" y=\"248.530112\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.728872\" y=\"258.1217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.943591\" y=\"201.170543\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.819468\" y=\"178.514307\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.146504\" y=\"253.446817\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.412486\" y=\"251.080088\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.053989\" y=\"234.417932\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"240.592925\" y=\"219.391288\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.877062\" y=\"218.344639\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.417462\" y=\"218.318556\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.505786\" y=\"221.792058\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.527318\" y=\"228.888931\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.109821\" y=\"243.003101\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.803148\" y=\"263.894955\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.14022\" y=\"202.054281\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.001563\" y=\"248.843996\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.5626\" y=\"235.864451\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.356928\" y=\"207.35671\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.807817\" y=\"241.839962\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.602097\" y=\"240.283363\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.986818\" y=\"242.416005\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.440265\" y=\"209.010569\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.243507\" y=\"236.944035\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.256076\" y=\"242.027629\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.033262\" y=\"184.602994\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.072788\" y=\"228.133399\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.241701\" y=\"241.996904\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.284413\" y=\"187.397888\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.670901\" y=\"240.655823\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.01249\" y=\"251.045826\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.633004\" y=\"242.480772\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"239.766054\" y=\"190.127352\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.619288\" y=\"189.45847\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.060481\" y=\"259.671226\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.922204\" y=\"199.65351\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"272.065253\" y=\"245.309706\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.590316\" y=\"217.027653\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.545916\" y=\"245.366294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.463737\" y=\"224.630498\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.281722\" y=\"233.175437\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.23908\" y=\"219.905439\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.931872\" y=\"239.442728\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"243.107577\" y=\"239.295291\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.567495\" y=\"203.358226\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.036758\" y=\"203.463664\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.736209\" y=\"204.398906\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.359399\" y=\"238.922609\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"307.564495\" y=\"274.519044\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.429773\" y=\"198.087627\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.619123\" y=\"191.763086\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.842669\" y=\"256.573721\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.016584\" y=\"221.463806\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.988771\" y=\"255.34029\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.62245\" y=\"239.827568\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.859681\" y=\"258.265379\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.46219\" y=\"259.411277\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.492635\" y=\"230.249685\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.716404\" y=\"198.015787\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.666512\" y=\"212.997338\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.370576\" y=\"228.732431\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.802476\" y=\"249.681094\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.956763\" y=\"205.691799\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.310471\" y=\"239.037995\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.123074\" y=\"183.405593\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.062221\" y=\"249.614559\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.858455\" y=\"233.345421\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.010383\" y=\"248.878921\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.058433\" y=\"220.550227\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.137079\" y=\"243.528083\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.712109\" y=\"237.888339\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.1733\" y=\"255.199926\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.435671\" y=\"222.564832\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.673284\" y=\"229.699725\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.926981\" y=\"234.990217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.351983\" y=\"234.476287\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.436212\" y=\"116.25409\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.939509\" y=\"254.916546\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.432643\" y=\"226.643776\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"149.266505\" y=\"229.652421\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.397953\" y=\"210.873979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.692073\" y=\"197.877413\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.523456\" y=\"227.161464\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.214987\" y=\"248.439262\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.628554\" y=\"220.408979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.745005\" y=\"261.639632\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.505265\" y=\"201.84053\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"251.023016\" y=\"243.27145\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.875618\" y=\"230.292125\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.707031\" y=\"233.921906\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"243.868329\" y=\"245.252898\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.434711\" y=\"258.601146\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.501335\" y=\"233.273802\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.296265\" y=\"236.8859\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.82595\" y=\"181.161101\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.155333\" y=\"234.223854\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.241712\" y=\"238.404258\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.139425\" y=\"248.692359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.737264\" y=\"267.119339\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.96163\" y=\"238.116016\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.244484\" y=\"241.206226\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.690177\" y=\"233.857361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.496061\" y=\"229.640263\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.707378\" y=\"230.518033\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.443595\" y=\"257.93558\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.765786\" y=\"243.779411\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.538454\" y=\"225.445491\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.417658\" y=\"244.477472\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.968165\" y=\"186.099248\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.937464\" y=\"269.77188\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.088992\" y=\"227.194179\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.560314\" y=\"228.180261\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.496037\" y=\"247.300217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.101856\" y=\"236.096769\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.015318\" y=\"249.315043\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.692153\" y=\"218.005998\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.418292\" y=\"175.922775\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.439038\" y=\"216.154304\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.345996\" y=\"221.190153\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.34118\" y=\"230.95084\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.210918\" y=\"243.514157\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.266464\" y=\"248.131126\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.902041\" y=\"234.141183\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.747175\" y=\"232.487987\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.931305\" y=\"245.053515\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.41494\" y=\"250.258905\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.346968\" y=\"186.703143\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.564407\" y=\"186.90341\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"242.310187\" y=\"217.776111\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.041918\" y=\"225.445933\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.795\" y=\"231.438465\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.899363\" y=\"240.668202\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.929441\" y=\"243.703151\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.059929\" y=\"227.847367\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.500823\" y=\"209.096556\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.337259\" y=\"231.151107\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.289811\" y=\"211.100329\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.938302\" y=\"244.236533\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.967113\" y=\"260.937151\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.590709\" y=\"34.918125\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.701025\" y=\"244.573405\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.240825\" y=\"234.071775\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.242127\" y=\"233.265403\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.018739\" y=\"224.271742\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.575755\" y=\"236.829091\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"245.225819\" y=\"234.264747\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.358409\" y=\"181.680557\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.892025\" y=\"257.679388\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.809648\" y=\"241.705566\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"257.950526\" y=\"209.469238\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.491493\" y=\"251.252282\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.788917\" y=\"274.444552\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.516929\" y=\"256.081233\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.21614\" y=\"229.565108\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.683325\" y=\"245.794237\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.319216\" y=\"248.805755\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.072688\" y=\"235.727845\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.548028\" y=\"241.82272\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.924733\" y=\"272.657181\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.124328\" y=\"231.530862\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.100403\" y=\"236.632361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.532792\" y=\"233.413724\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.244853\" y=\"248.187271\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.335888\" y=\"235.278239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.090647\" y=\"241.0316\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.100738\" y=\"178.110237\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.940753\" y=\"269.39544\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.33075\" y=\"248.473967\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.502354\" y=\"239.733402\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.003097\" y=\"228.522439\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.009718\" y=\"241.234298\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.16385\" y=\"240.969486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.29248\" y=\"248.896826\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.179653\" y=\"242.477898\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.023966\" y=\"237.314064\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.32652\" y=\"209.223878\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.042719\" y=\"228.371244\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.292207\" y=\"202.674754\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.001736\" y=\"229.836551\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.645792\" y=\"227.792769\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"243.578248\" y=\"193.549793\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.732632\" y=\"210.132373\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.359275\" y=\"235.899376\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.99345\" y=\"220.515965\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.512084\" y=\"224.044508\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.096062\" y=\"230.337661\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.289324\" y=\"241.045084\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.844782\" y=\"238.471898\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.924257\" y=\"227.475569\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.804932\" y=\"256.25829\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"239.48179\" y=\"208.189387\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.122894\" y=\"169.282581\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.611266\" y=\"230.375901\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.624068\" y=\"213.954905\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.518144\" y=\"205.014959\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.729226\" y=\"215.159601\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.206524\" y=\"237.938295\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.615106\" y=\"231.495716\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"264.448822\" y=\"243.635511\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.003158\" y=\"196.483945\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.121325\" y=\"233.610896\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.824907\" y=\"195.54384\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.794999\" y=\"215.824726\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.032467\" y=\"237.863361\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.833049\" y=\"258.606894\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.580815\" y=\"218.089553\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.677339\" y=\"239.994678\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.612252\" y=\"228.321951\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.193127\" y=\"248.781661\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.328994\" y=\"250.8796\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.857562\" y=\"234.881684\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.455782\" y=\"232.857795\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.418578\" y=\"233.117523\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.62896\" y=\"209.071357\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.833279\" y=\"179.83483\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.099055\" y=\"228.560237\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.259904\" y=\"239.31209\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.215023\" y=\"206.241538\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.36526\" y=\"251.43376\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"239.81088\" y=\"239.420845\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.430349\" y=\"248.269721\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.578449\" y=\"249.541835\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.00056\" y=\"257.580139\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.985184\" y=\"216.366949\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.24028\" y=\"178.891852\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.142485\" y=\"271.555935\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.631769\" y=\"216.409832\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"270.817911\" y=\"240.149851\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.507902\" y=\"235.023816\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.198271\" y=\"263.180979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.855975\" y=\"213.147649\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.718211\" y=\"244.311025\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.787798\" y=\"218.589115\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.512971\" y=\"232.720969\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.883317\" y=\"237.361147\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.387798\" y=\"216.702053\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.121357\" y=\"233.551656\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"257.867795\" y=\"246.63664\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.396817\" y=\"227.334542\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.355012\" y=\"220.968886\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.268246\" y=\"238.887463\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"239.341363\" y=\"265.282234\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.276614\" y=\"208.580858\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.83208\" y=\"233.165269\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.581934\" y=\"246.557064\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.847001\" y=\"196.745884\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.78836\" y=\"202.09849\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.23021\" y=\"262.39649\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.527797\" y=\"231.53882\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.380566\" y=\"260.196429\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.367029\" y=\"225.530815\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.769214\" y=\"228.909709\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.245791\" y=\"229.39424\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.902059\" y=\"246.619177\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.944445\" y=\"228.998349\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.213618\" y=\"243.149654\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.844664\" y=\"237.346337\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.906788\" y=\"190.990754\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.375714\" y=\"226.775519\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"269.616014\" y=\"276.31614\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.155195\" y=\"220.820786\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.48878\" y=\"200.585215\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.788532\" y=\"208.471219\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.414876\" y=\"226.309114\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.593569\" y=\"224.371433\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.588626\" y=\"251.934869\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.090924\" y=\"225.784132\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.523556\" y=\"234.452636\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.948408\" y=\"254.901515\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.261205\" y=\"205.465006\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.863018\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.415619\" y=\"257.405735\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.531978\" y=\"230.140709\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.235439\" y=\"244.010846\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.116667\" y=\"212.242248\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.93482\" y=\"209.648284\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.853713\" y=\"210.38348\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.655952\" y=\"254.143109\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.935685\" y=\"245.163375\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.830507\" y=\"206.154004\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.053706\" y=\"133.625801\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.013785\" y=\"225.245887\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.764011\" y=\"254.538117\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.940979\" y=\"228.096706\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.579991\" y=\"234.148478\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.851626\" y=\"250.76952\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.698717\" y=\"212.218154\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.895383\" y=\"256.269121\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.181561\" y=\"242.182803\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.407287\" y=\"256.568858\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.383065\" y=\"244.784061\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.15371\" y=\"235.571787\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.237898\" y=\"228.312004\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.188437\" y=\"237.087051\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.491867\" y=\"241.107419\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.525121\" y=\"235.173243\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.974742\" y=\"226.519549\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.706441\" y=\"240.095032\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.775989\" y=\"275.008217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.667033\" y=\"267.38592\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.061016\" y=\"235.182748\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.532014\" y=\"243.624901\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.833818\" y=\"232.461904\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.612692\" y=\"250.320135\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.341683\" y=\"238.543517\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.755979\" y=\"219.016174\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.357755\" y=\"208.773388\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.367364\" y=\"256.490608\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.689869\" y=\"254.021535\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.787131\" y=\"209.312517\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.542496\" y=\"224.207197\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.361365\" y=\"233.209699\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.815551\" y=\"254.895547\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.088263\" y=\"245.846404\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.289894\" y=\"204.397359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.467841\" y=\"244.416242\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.623828\" y=\"229.174079\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.104372\" y=\"214.246685\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.431465\" y=\"226.113931\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.53641\" y=\"244.935256\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.454828\" y=\"230.886073\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.618133\" y=\"239.629511\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.444196\" y=\"263.159538\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.703946\" y=\"185.34261\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.244041\" y=\"219.035184\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.476649\" y=\"227.867261\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.083901\" y=\"204.184271\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.219226\" y=\"218.652776\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.888656\" y=\"235.365773\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.260936\" y=\"247.277892\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.05549\" y=\"263.386772\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.874854\" y=\"233.785743\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.887462\" y=\"249.53653\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.965642\" y=\"196.80225\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.491367\" y=\"234.26099\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.648901\" y=\"207.75216\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.031329\" y=\"250.485035\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.432809\" y=\"181.004822\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"160.63955\" y=\"226.733521\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.88966\" y=\"252.111484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.209794\" y=\"246.754678\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.073015\" y=\"249.107924\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.382485\" y=\"232.048771\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.577802\" y=\"249.498068\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.899345\" y=\"258.546106\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.138106\" y=\"210.396964\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.099344\" y=\"243.158496\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.447987\" y=\"234.333271\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.555439\" y=\"237.634579\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.184486\" y=\"234.325756\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.698896\" y=\"214.963313\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.432063\" y=\"241.545751\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"242.862945\" y=\"226.787677\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.767482\" y=\"247.195442\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.244369\" y=\"198.933788\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.848176\" y=\"212.12841\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.187968\" y=\"208.138767\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.373979\" y=\"218.990312\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.961132\" y=\"230.298094\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.918195\" y=\"257.708124\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.763901\" y=\"256.143567\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.872398\" y=\"272.127778\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.653683\" y=\"229.185353\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.258493\" y=\"213.862951\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.002059\" y=\"217.414924\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.121913\" y=\"260.032192\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.421417\" y=\"195.387341\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.41151\" y=\"207.257461\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.286187\" y=\"225.252298\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.753399\" y=\"228.123894\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.221703\" y=\"243.088867\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.340831\" y=\"241.472364\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.211756\" y=\"230.722942\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.823586\" y=\"252.368339\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.961896\" y=\"185.717724\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.505623\" y=\"251.008469\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.125715\" y=\"200.887605\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.391091\" y=\"227.144001\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.711042\" y=\"211.76037\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.807935\" y=\"228.090074\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.880804\" y=\"233.407535\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.470617\" y=\"180.039297\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.765347\" y=\"258.402206\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.774761\" y=\"241.422408\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.365833\" y=\"221.267076\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"312.963104\" y=\"225.428471\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.197179\" y=\"265.386788\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.550585\" y=\"217.89636\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.406732\" y=\"216.801745\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.241815\" y=\"150.310946\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.785719\" y=\"214.757962\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.080389\" y=\"251.206747\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.168125\" y=\"224.357507\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"247.260047\" y=\"255.074372\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.668841\" y=\"214.145446\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.087044\" y=\"244.58711\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.353807\" y=\"257.12766\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.715349\" y=\"234.252811\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.869279\" y=\"252.752073\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.845304\" y=\"170.573484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.767484\" y=\"226.573484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.36377\" y=\"247.008217\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.179579\" y=\"252.108611\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.418428\" y=\"204.172777\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.057794\" y=\"231.918575\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.206468\" y=\"237.062294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.453433\" y=\"186.477677\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.796051\" y=\"285.788806\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.700815\" y=\"264.337929\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.591189\" y=\"222.273937\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.216561\" y=\"257.859319\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"249.382047\" y=\"229.50211\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.094765\" y=\"210.93963\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.437309\" y=\"40.381254\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.186824\" y=\"224.633593\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.363895\" y=\"246.823865\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.006418\" y=\"179.448002\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.292496\" y=\"235.631469\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.943672\" y=\"236.671486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.131315\" y=\"217.028537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.971394\" y=\"220.053539\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.742952\" y=\"182.057439\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.269118\" y=\"216.645024\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.977067\" y=\"239.405593\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.46992\" y=\"229.748133\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.480954\" y=\"203.499916\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"177.864764\" y=\"228.995696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.825994\" y=\"261.247277\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.003927\" y=\"217.028979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.009152\" y=\"201.725366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.057936\" y=\"222.516644\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.508485\" y=\"233.551877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.472208\" y=\"198.022419\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.533345\" y=\"232.53087\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.57609\" y=\"237.766543\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.601256\" y=\"242.640145\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.923913\" y=\"235.300565\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.252656\" y=\"206.768288\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.728503\" y=\"253.741692\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"251.012613\" y=\"269.116481\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"266.607503\" y=\"246.448752\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.725567\" y=\"223.509799\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"274.125246\" y=\"265.036653\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.395357\" y=\"233.828404\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.468813\" y=\"212.730537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.458361\" y=\"222.244095\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.394654\" y=\"238.384143\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.175153\" y=\"219.1782\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.099156\" y=\"221.302886\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.107311\" y=\"217.035831\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.98512\" y=\"245.741407\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.597894\" y=\"185.9538\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.64698\" y=\"261.354484\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.261051\" y=\"234.150688\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.462367\" y=\"224.922277\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"259.2905\" y=\"235.068467\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.156221\" y=\"254.933124\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.259141\" y=\"239.454886\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.707474\" y=\"223.333184\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.563311\" y=\"240.893447\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.642277\" y=\"257.650874\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.638325\" y=\"228.304488\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.16727\" y=\"226.173835\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.545773\" y=\"244.669118\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.264118\" y=\"217.750912\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.110416\" y=\"221.709387\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.059003\" y=\"250.303778\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.610706\" y=\"183.404487\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.87131\" y=\"216.849048\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.949431\" y=\"132.115842\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.492438\" y=\"234.417268\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.764186\" y=\"233.60537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.002252\" y=\"249.170037\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.329523\" y=\"195.268418\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.580397\" y=\"231.425423\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.10489\" y=\"248.322993\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.420175\" y=\"243.511284\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.96393\" y=\"241.009053\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.139333\" y=\"234.36046\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.953158\" y=\"224.483061\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.788561\" y=\"250.878716\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.958364\" y=\"235.604059\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.28088\" y=\"246.139952\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.862473\" y=\"202.975376\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"171.829769\" y=\"221.999177\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.899188\" y=\"238.700901\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"253.344211\" y=\"219.837136\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"158.30349\" y=\"253.459196\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.77752\" y=\"249.309517\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.054323\" y=\"242.561674\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.930075\" y=\"242.316535\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.61868\" y=\"234.766078\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"228.222844\" y=\"251.569261\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.024428\" y=\"239.759044\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.654773\" y=\"241.36162\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.819591\" y=\"249.535646\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"264.689902\" y=\"243.769243\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.129125\" y=\"241.148091\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.942049\" y=\"232.806071\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.888896\" y=\"225.523741\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.495294\" y=\"227.374773\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.332661\" y=\"239.317396\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.243145\" y=\"236.188503\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.849542\" y=\"211.930796\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.808556\" y=\"236.353623\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"202.566226\" y=\"240.438978\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.105967\" y=\"229.21431\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.027871\" y=\"239.693614\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.006886\" y=\"220.527238\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"156.351312\" y=\"210.613367\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.840759\" y=\"267.301701\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.907874\" y=\"236.646066\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"256.348824\" y=\"256.756525\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.437073\" y=\"225.710082\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.100093\" y=\"225.56375\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"265.168636\" y=\"249.032326\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.25098\" y=\"227.113497\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.799121\" y=\"238.698027\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.16067\" y=\"238.133257\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.533935\" y=\"231.288597\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.457823\" y=\"222.090469\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.445216\" y=\"234.82377\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.967041\" y=\"214.82317\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.910472\" y=\"228.674518\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.826266\" y=\"246.256884\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.436681\" y=\"214.497129\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.788869\" y=\"266.075343\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.599422\" y=\"208.653802\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.20656\" y=\"226.157256\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"154.029001\" y=\"239.000196\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"201.668079\" y=\"224.544954\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.916734\" y=\"249.14307\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.583819\" y=\"259.263618\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.380865\" y=\"248.378696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.468371\" y=\"256.808471\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.32475\" y=\"246.238096\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.527671\" y=\"243.509515\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.603186\" y=\"232.430957\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"245.248932\" y=\"264.779356\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.409414\" y=\"201.223815\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.834222\" y=\"214.637714\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.535389\" y=\"247.100171\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"236.247593\" y=\"234.161077\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.009889\" y=\"233.891181\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.929759\" y=\"257.769354\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.037698\" y=\"222.588042\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.95025\" y=\"234.386322\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.07369\" y=\"222.49034\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.579259\" y=\"229.567761\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.163199\" y=\"239.103645\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.938082\" y=\"184.707769\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.194612\" y=\"269.619359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.777077\" y=\"235.810516\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.164654\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.085586\" y=\"222.605062\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.549148\" y=\"229.113071\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"161.442812\" y=\"238.250853\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.479165\" y=\"218.920241\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.308505\" y=\"225.593149\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.476415\" y=\"240.143441\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.328866\" y=\"183.546619\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.216618\" y=\"238.57601\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.601142\" y=\"228.919657\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.750353\" y=\"191.109234\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"168.109059\" y=\"244.372696\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.292084\" y=\"251.105508\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.909714\" y=\"212.051486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.418063\" y=\"200.420095\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.819307\" y=\"196.1064\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"205.092715\" y=\"243.321848\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.71651\" y=\"238.788877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.80005\" y=\"245.957589\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.874922\" y=\"235.568913\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.167672\" y=\"220.352613\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.154859\" y=\"241.104766\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"182.547644\" y=\"233.712135\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.669897\" y=\"221.847541\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.725777\" y=\"241.807026\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.233563\" y=\"245.562803\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.896413\" y=\"195.070583\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.907273\" y=\"189.65741\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.399866\" y=\"260.296562\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"238.858003\" y=\"244.481229\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.755191\" y=\"242.777193\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"267.029229\" y=\"236.123294\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.54226\" y=\"252.30733\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.940901\" y=\"268.429694\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.428345\" y=\"242.071175\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.211129\" y=\"251.228188\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.220715\" y=\"240.677265\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.717013\" y=\"249.432197\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"200.397018\" y=\"194.745868\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"211.019103\" y=\"256.010498\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.980902\" y=\"243.410929\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.014482\" y=\"190.020366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.563088\" y=\"179.705961\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.558984\" y=\"240.874216\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"159.674811\" y=\"232.747936\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.569002\" y=\"199.56664\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.150495\" y=\"241.593276\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.186376\" y=\"202.577052\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.708728\" y=\"238.672828\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.958907\" y=\"255.589186\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.382309\" y=\"196.472893\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.077274\" y=\"245.655863\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.064892\" y=\"234.029113\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.134673\" y=\"227.750991\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.615589\" y=\"217.743839\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.189009\" y=\"216.860985\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"148.740525\" y=\"246.426647\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.667383\" y=\"239.447149\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.210177\" y=\"195.048921\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.727788\" y=\"224.146188\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.12812\" y=\"227.865272\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"165.851028\" y=\"249.689493\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"175.100506\" y=\"249.824552\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.589015\" y=\"229.638274\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.006995\" y=\"241.647874\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.703698\" y=\"226.950587\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.637225\" y=\"254.886705\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.215892\" y=\"193.427776\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"218.997038\" y=\"243.927733\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.652148\" y=\"248.322993\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.05117\" y=\"210.748204\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.745149\" y=\"247.1992\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.77889\" y=\"231.233335\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.742644\" y=\"234.229159\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"212.156895\" y=\"226.254074\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.365071\" y=\"236.537091\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.930868\" y=\"246.126247\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.228301\" y=\"212.370896\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.300271\" y=\"259.424318\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"176.328765\" y=\"252.62453\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.381062\" y=\"242.665123\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.059074\" y=\"233.221194\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"271.335208\" y=\"237.83993\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.198417\" y=\"217.164038\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.929079\" y=\"219.27745\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.395667\" y=\"244.201607\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.3548\" y=\"241.371125\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.819206\" y=\"237.350979\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.79326\" y=\"220.680644\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.154749\" y=\"230.310472\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.362962\" y=\"166.718458\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.932412\" y=\"228.216733\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.559985\" y=\"243.695193\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.133717\" y=\"262.361344\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"260.733157\" y=\"253.526836\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.870139\" y=\"239.106298\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.334376\" y=\"224.811755\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"229.915101\" y=\"218.43991\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"234.600736\" y=\"250.968018\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"196.111611\" y=\"222.772393\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.709619\" y=\"239.473895\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.523979\" y=\"241.213299\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"149.041739\" y=\"260.248595\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.190086\" y=\"252.493892\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.631976\" y=\"254.046071\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"232.91192\" y=\"228.85489\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.774666\" y=\"238.251074\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.580265\" y=\"221.973315\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.731546\" y=\"257.330579\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.090282\" y=\"206.905115\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"223.019341\" y=\"220.194123\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.859865\" y=\"194.964702\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.877175\" y=\"219.493411\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.639725\" y=\"178.82576\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.090451\" y=\"222.061291\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"204.081234\" y=\"248.690812\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"214.25824\" y=\"144.086317\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"272.546055\" y=\"205.082598\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.504811\" y=\"189.740302\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.102442\" y=\"178.757236\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"233.760567\" y=\"239.435876\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.17271\" y=\"249.811068\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"288.416379\" y=\"249.103724\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"209.421222\" y=\"194.168277\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"240.266272\" y=\"216.349266\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.582342\" y=\"244.639498\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.842832\" y=\"214.855885\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.586971\" y=\"245.760417\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.129516\" y=\"222.1181\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.166319\" y=\"201.699946\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.459778\" y=\"213.624885\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"166.254495\" y=\"230.849601\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"199.537053\" y=\"223.142644\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.064268\" y=\"201.657947\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.802735\" y=\"181.324232\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.094652\" y=\"214.348366\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.963825\" y=\"240.765904\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.137218\" y=\"203.541472\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.621683\" y=\"235.050784\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.076454\" y=\"235.935185\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.273961\" y=\"237.591918\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.983476\" y=\"236.014319\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.081958\" y=\"243.416234\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.447983\" y=\"208.672149\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.263157\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.568481\" y=\"207.141191\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.330341\" y=\"212.666434\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.187266\" y=\"231.433381\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.798211\" y=\"245.216867\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.51799\" y=\"213.433239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.713779\" y=\"230.130762\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.708005\" y=\"248.059728\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.550398\" y=\"228.894236\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"180.894808\" y=\"237.151375\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.012616\" y=\"230.961229\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"190.224731\" y=\"221.31239\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"225.608939\" y=\"238.014114\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.756123\" y=\"226.066628\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"153.146053\" y=\"196.901278\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"217.722036\" y=\"201.601138\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"226.258555\" y=\"195.893313\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"222.658821\" y=\"207.674573\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"245.63171\" y=\"246.159183\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"181.738264\" y=\"224.596678\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"193.3027\" y=\"217.60458\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.856078\" y=\"203.726929\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"173.991556\" y=\"256.807587\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"231.602555\" y=\"242.182803\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"255.81049\" y=\"192.542269\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.068647\" y=\"191.42135\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"192.345005\" y=\"228.960771\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"187.236093\" y=\"273.463333\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"167.968751\" y=\"241.995578\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"141.934311\" y=\"198.004293\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.279388\" y=\"214.917336\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"216.158843\" y=\"236.580858\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.362837\" y=\"242.826928\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"213.977845\" y=\"224.998759\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.354395\" y=\"224.368118\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"170.255784\" y=\"226.486613\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"286.091238\" y=\"233.358684\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.762523\" y=\"223.762454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.708977\" y=\"253.034568\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.304263\" y=\"215.661373\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.515934\" y=\"216.025877\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.775332\" y=\"232.894047\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"203.835162\" y=\"244.093516\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.853813\" y=\"233.729155\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"164.078108\" y=\"260.169903\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"237.744747\" y=\"236.548143\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.302551\" y=\"250.543833\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.551437\" y=\"229.094282\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"184.912021\" y=\"240.88571\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.906089\" y=\"228.050286\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"220.397211\" y=\"214.943419\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"183.059749\" y=\"238.18454\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.200043\" y=\"246.499592\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"188.08696\" y=\"233.978715\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.796332\" y=\"228.283268\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.828241\" y=\"226.655934\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"174.007502\" y=\"237.789974\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"169.747262\" y=\"241.250435\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"191.950247\" y=\"242.604778\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"189.880757\" y=\"226.467161\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"152.74071\" y=\"247.617417\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"197.166256\" y=\"236.408221\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"210.903837\" y=\"270.934356\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"179.468673\" y=\"247.030321\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"221.606712\" y=\"210.156025\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"194.451395\" y=\"241.966179\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"244.054244\" y=\"265.674147\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"227.224451\" y=\"230.456141\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"265.20386\" y=\"266.065175\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"215.158171\" y=\"241.602117\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"198.203938\" y=\"252.479966\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.817997\" y=\"233.982031\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"305.678749\" y=\"235.565819\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"172.719716\" y=\"226.372112\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"186.128585\" y=\"239.264345\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"251.40427\" y=\"259.061141\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"281.222704\" y=\"257.852467\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"208.609213\" y=\"243.691656\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"206.324457\" y=\"235.131907\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"293.091266\" y=\"212.835312\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"178.059986\" y=\"256.036581\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"306.685603\" y=\"268.454009\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"255.3668\" y=\"254.438205\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"285.552976\" y=\"266.851433\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"254.302509\" y=\"238.756825\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.781795\" y=\"239.628627\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"316.927444\" y=\"258.349597\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"307.212227\" y=\"251.659005\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"258.890468\" y=\"233.957495\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"261.457155\" y=\"244.112526\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"371.742756\" y=\"247.736118\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"242.304427\" y=\"251.71935\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"279.469528\" y=\"250.953871\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"283.289309\" y=\"254.132499\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"219.064268\" y=\"201.657947\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"248.626415\" y=\"244.969739\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"349.486494\" y=\"256.127431\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"270.515694\" y=\"263.89606\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"280.162\" y=\"245.305064\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"277.383766\" y=\"272.599046\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.103332\" y=\"235.710824\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"247.246567\" y=\"233.085914\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"241.812229\" y=\"219.17179\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"224.619944\" y=\"241.707114\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"280.844256\" y=\"235.598533\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.00446\" y=\"226.14952\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"252.942135\" y=\"218.294904\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"207.482556\" y=\"246.774793\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"250.244278\" y=\"250.294273\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"280.941934\" y=\"254.488603\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.468965\" y=\"257.750344\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"263.017672\" y=\"237.279581\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"280.021072\" y=\"243.045763\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"235.597026\" y=\"248.580731\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"356.938322\" y=\"235.503926\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"230.121712\" y=\"231.121265\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"289.875234\" y=\"238.4173\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"246.535445\" y=\"258.678512\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"185.214628\" y=\"191.567682\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"112.610335\" y=\"239.71815\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"100.602774\" y=\"228.696401\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"142.462411\" y=\"224.574132\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"69.545794\" y=\"239.127739\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"127.30238\" y=\"216.975486\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"90.468349\" y=\"197.73285\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"87.96613\" y=\"233.069557\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"116.559992\" y=\"232.992854\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"115.912405\" y=\"255.832557\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"106.834179\" y=\"236.914857\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"124.190586\" y=\"241.620243\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"118.40091\" y=\"229.254319\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"67.707654\" y=\"240.70379\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"118.101828\" y=\"220.67357\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"87.457788\" y=\"238.498866\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"96.566769\" y=\"226.715395\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"121.007\" y=\"220.713579\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"97.577029\" y=\"243.483874\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"107.454242\" y=\"234.476287\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"115.703458\" y=\"234.123942\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"114.796084\" y=\"234.863558\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"67.379119\" y=\"230.872148\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"129.802565\" y=\"216.594183\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"104.462193\" y=\"243.933922\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"125.367267\" y=\"240.991591\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"115.264891\" y=\"221.910759\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"86.536422\" y=\"224.230849\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"89.708176\" y=\"218.210244\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"107.768476\" y=\"199.490821\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"92.475847\" y=\"226.242138\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"163.799382\" y=\"240.263468\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"114.722562\" y=\"235.199326\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"129.847821\" y=\"215.74537\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"92.547781\" y=\"234.411742\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"134.850682\" y=\"226.779277\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"113.882567\" y=\"235.514315\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"88.12744\" y=\"238.349218\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"68.836097\" y=\"235.167716\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"109.328188\" y=\"215.796874\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"123.622116\" y=\"209.145186\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"82.011448\" y=\"221.091124\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"111.664521\" y=\"173.935359\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"98.887732\" y=\"228.926951\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"155.119073\" y=\"240.184334\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"195.712928\" y=\"233.423008\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"143.814718\" y=\"237.871761\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"132.528703\" y=\"254.925388\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"80.003183\" y=\"240.514576\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"101.356764\" y=\"228.817534\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"114.045155\" y=\"236.674581\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"111.360655\" y=\"236.163303\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"97.435204\" y=\"228.123452\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "     <use xlink:href=\"#m4957340414\" x=\"96.55726\" y=\"251.793621\" style=\"fill: #1f77b4; fill-opacity: 0.4; stroke: #1f77b4; stroke-opacity: 0.4\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path d=\"M 56.323832 299.518125 \n",
       "L 56.323832 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\">\n",
       "      <defs>\n",
       "       <path id=\"mdabceb9758\" d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"56.323832\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- 10 -->\n",
       "      <g transform=\"translate(49.961332 314.116563) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-31\" d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path d=\"M 114.093965 299.518125 \n",
       "L 114.093965 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"114.093965\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- 12 -->\n",
       "      <g transform=\"translate(107.731465 314.116563) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-32\" d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path d=\"M 171.864098 299.518125 \n",
       "L 171.864098 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"171.864098\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- 14 -->\n",
       "      <g transform=\"translate(165.501598 314.116563) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-34\" d=\"M 2419 4116 \n",
       "L 825 1625 \n",
       "L 2419 1625 \n",
       "L 2419 4116 \n",
       "z\n",
       "M 2253 4666 \n",
       "L 3047 4666 \n",
       "L 3047 1625 \n",
       "L 3713 1625 \n",
       "L 3713 1100 \n",
       "L 3047 1100 \n",
       "L 3047 0 \n",
       "L 2419 0 \n",
       "L 2419 1100 \n",
       "L 313 1100 \n",
       "L 313 1709 \n",
       "L 2253 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path d=\"M 229.634231 299.518125 \n",
       "L 229.634231 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"229.634231\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 16 -->\n",
       "      <g transform=\"translate(223.271731 314.116563) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-36\" d=\"M 2113 2584 \n",
       "Q 1688 2584 1439 2293 \n",
       "Q 1191 2003 1191 1497 \n",
       "Q 1191 994 1439 701 \n",
       "Q 1688 409 2113 409 \n",
       "Q 2538 409 2786 701 \n",
       "Q 3034 994 3034 1497 \n",
       "Q 3034 2003 2786 2293 \n",
       "Q 2538 2584 2113 2584 \n",
       "z\n",
       "M 3366 4563 \n",
       "L 3366 3988 \n",
       "Q 3128 4100 2886 4159 \n",
       "Q 2644 4219 2406 4219 \n",
       "Q 1781 4219 1451 3797 \n",
       "Q 1122 3375 1075 2522 \n",
       "Q 1259 2794 1537 2939 \n",
       "Q 1816 3084 2150 3084 \n",
       "Q 2853 3084 3261 2657 \n",
       "Q 3669 2231 3669 1497 \n",
       "Q 3669 778 3244 343 \n",
       "Q 2819 -91 2113 -91 \n",
       "Q 1303 -91 875 529 \n",
       "Q 447 1150 447 2328 \n",
       "Q 447 3434 972 4092 \n",
       "Q 1497 4750 2381 4750 \n",
       "Q 2619 4750 2861 4703 \n",
       "Q 3103 4656 3366 4563 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-36\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path d=\"M 287.404364 299.518125 \n",
       "L 287.404364 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"287.404364\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 18 -->\n",
       "      <g transform=\"translate(281.041864 314.116563) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-38\" d=\"M 2034 2216 \n",
       "Q 1584 2216 1326 1975 \n",
       "Q 1069 1734 1069 1313 \n",
       "Q 1069 891 1326 650 \n",
       "Q 1584 409 2034 409 \n",
       "Q 2484 409 2743 651 \n",
       "Q 3003 894 3003 1313 \n",
       "Q 3003 1734 2745 1975 \n",
       "Q 2488 2216 2034 2216 \n",
       "z\n",
       "M 1403 2484 \n",
       "Q 997 2584 770 2862 \n",
       "Q 544 3141 544 3541 \n",
       "Q 544 4100 942 4425 \n",
       "Q 1341 4750 2034 4750 \n",
       "Q 2731 4750 3128 4425 \n",
       "Q 3525 4100 3525 3541 \n",
       "Q 3525 3141 3298 2862 \n",
       "Q 3072 2584 2669 2484 \n",
       "Q 3125 2378 3379 2068 \n",
       "Q 3634 1759 3634 1313 \n",
       "Q 3634 634 3220 271 \n",
       "Q 2806 -91 2034 -91 \n",
       "Q 1263 -91 848 271 \n",
       "Q 434 634 434 1313 \n",
       "Q 434 1759 690 2068 \n",
       "Q 947 2378 1403 2484 \n",
       "z\n",
       "M 1172 3481 \n",
       "Q 1172 3119 1398 2916 \n",
       "Q 1625 2713 2034 2713 \n",
       "Q 2441 2713 2670 2916 \n",
       "Q 2900 3119 2900 3481 \n",
       "Q 2900 3844 2670 4047 \n",
       "Q 2441 4250 2034 4250 \n",
       "Q 1625 4250 1398 4047 \n",
       "Q 1172 3844 1172 3481 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-38\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path d=\"M 345.174497 299.518125 \n",
       "L 345.174497 22.318125 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mdabceb9758\" x=\"345.174497\" y=\"299.518125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 20 -->\n",
       "      <g transform=\"translate(338.811997 314.116563) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_7\">\n",
       "     <!-- log(MV) -->\n",
       "     <g transform=\"translate(200.302344 327.794688) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6f\" d=\"M 1959 3097 \n",
       "Q 1497 3097 1228 2736 \n",
       "Q 959 2375 959 1747 \n",
       "Q 959 1119 1226 758 \n",
       "Q 1494 397 1959 397 \n",
       "Q 2419 397 2687 759 \n",
       "Q 2956 1122 2956 1747 \n",
       "Q 2956 2369 2687 2733 \n",
       "Q 2419 3097 1959 3097 \n",
       "z\n",
       "M 1959 3584 \n",
       "Q 2709 3584 3137 3096 \n",
       "Q 3566 2609 3566 1747 \n",
       "Q 3566 888 3137 398 \n",
       "Q 2709 -91 1959 -91 \n",
       "Q 1206 -91 779 398 \n",
       "Q 353 888 353 1747 \n",
       "Q 353 2609 779 3096 \n",
       "Q 1206 3584 1959 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-67\" d=\"M 2906 1791 \n",
       "Q 2906 2416 2648 2759 \n",
       "Q 2391 3103 1925 3103 \n",
       "Q 1463 3103 1205 2759 \n",
       "Q 947 2416 947 1791 \n",
       "Q 947 1169 1205 825 \n",
       "Q 1463 481 1925 481 \n",
       "Q 2391 481 2648 825 \n",
       "Q 2906 1169 2906 1791 \n",
       "z\n",
       "M 3481 434 \n",
       "Q 3481 -459 3084 -895 \n",
       "Q 2688 -1331 1869 -1331 \n",
       "Q 1566 -1331 1297 -1286 \n",
       "Q 1028 -1241 775 -1147 \n",
       "L 775 -588 \n",
       "Q 1028 -725 1275 -790 \n",
       "Q 1522 -856 1778 -856 \n",
       "Q 2344 -856 2625 -561 \n",
       "Q 2906 -266 2906 331 \n",
       "L 2906 616 \n",
       "Q 2728 306 2450 153 \n",
       "Q 2172 0 1784 0 \n",
       "Q 1141 0 747 490 \n",
       "Q 353 981 353 1791 \n",
       "Q 353 2603 747 3093 \n",
       "Q 1141 3584 1784 3584 \n",
       "Q 2172 3584 2450 3431 \n",
       "Q 2728 3278 2906 2969 \n",
       "L 2906 3500 \n",
       "L 3481 3500 \n",
       "L 3481 434 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-28\" d=\"M 1984 4856 \n",
       "Q 1566 4138 1362 3434 \n",
       "Q 1159 2731 1159 2009 \n",
       "Q 1159 1288 1364 580 \n",
       "Q 1569 -128 1984 -844 \n",
       "L 1484 -844 \n",
       "Q 1016 -109 783 600 \n",
       "Q 550 1309 550 2009 \n",
       "Q 550 2706 781 3412 \n",
       "Q 1013 4119 1484 4856 \n",
       "L 1984 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-4d\" d=\"M 628 4666 \n",
       "L 1569 4666 \n",
       "L 2759 1491 \n",
       "L 3956 4666 \n",
       "L 4897 4666 \n",
       "L 4897 0 \n",
       "L 4281 0 \n",
       "L 4281 4097 \n",
       "L 3078 897 \n",
       "L 2444 897 \n",
       "L 1241 4097 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-56\" d=\"M 1831 0 \n",
       "L 50 4666 \n",
       "L 709 4666 \n",
       "L 2188 738 \n",
       "L 3669 4666 \n",
       "L 4325 4666 \n",
       "L 2547 0 \n",
       "L 1831 0 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-29\" d=\"M 513 4856 \n",
       "L 1013 4856 \n",
       "Q 1481 4119 1714 3412 \n",
       "Q 1947 2706 1947 2009 \n",
       "Q 1947 1309 1714 600 \n",
       "Q 1481 -109 1013 -844 \n",
       "L 513 -844 \n",
       "Q 928 -128 1133 580 \n",
       "Q 1338 1288 1338 2009 \n",
       "Q 1338 2731 1133 3434 \n",
       "Q 928 4138 513 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-6c\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6f\" transform=\"translate(27.783203 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-67\" transform=\"translate(88.964844 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(152.441406 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(191.455078 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(277.734375 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(346.142578 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path d=\"M 52.160938 267.971468 \n",
       "L 386.960938 267.971468 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\">\n",
       "      <defs>\n",
       "       <path id=\"mcf52605eb6\" d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"267.971468\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- −0.2 -->\n",
       "      <g transform=\"translate(20.878125 271.770687) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-2212\" d=\"M 678 2272 \n",
       "L 4684 2272 \n",
       "L 4684 1741 \n",
       "L 678 1741 \n",
       "L 678 2272 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-2e\" d=\"M 684 794 \n",
       "L 1344 794 \n",
       "L 1344 0 \n",
       "L 684 0 \n",
       "L 684 794 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(83.789062 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(147.412109 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(179.199219 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path d=\"M 52.160938 223.762454 \n",
       "L 386.960938 223.762454 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"223.762454\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- 0.0 -->\n",
       "      <g transform=\"translate(29.257812 227.561673) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <path d=\"M 52.160938 179.55344 \n",
       "L 386.960938 179.55344 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_18\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"179.55344\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- 0.2 -->\n",
       "      <g transform=\"translate(29.257812 183.352659) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <path d=\"M 52.160938 135.344426 \n",
       "L 386.960938 135.344426 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_20\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"135.344426\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- 0.4 -->\n",
       "      <g transform=\"translate(29.257812 139.143645) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-34\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <path d=\"M 52.160938 91.135412 \n",
       "L 386.960938 91.135412 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_22\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"91.135412\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- 0.6 -->\n",
       "      <g transform=\"translate(29.257812 94.934631) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-36\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <path d=\"M 52.160938 46.926398 \n",
       "L 386.960938 46.926398 \n",
       "\" clip-path=\"url(#p4f31747315)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_24\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mcf52605eb6\" x=\"52.160938\" y=\"46.926398\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- 0.8 -->\n",
       "      <g transform=\"translate(29.257812 50.725617) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-2e\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-38\" transform=\"translate(95.410156 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_14\">\n",
       "     <!-- Return -->\n",
       "     <g transform=\"translate(14.798437 177.509531) rotate(-90) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-52\" d=\"M 2841 2188 \n",
       "Q 3044 2119 3236 1894 \n",
       "Q 3428 1669 3622 1275 \n",
       "L 4263 0 \n",
       "L 3584 0 \n",
       "L 2988 1197 \n",
       "Q 2756 1666 2539 1819 \n",
       "Q 2322 1972 1947 1972 \n",
       "L 1259 1972 \n",
       "L 1259 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "L 2053 4666 \n",
       "Q 2853 4666 3247 4331 \n",
       "Q 3641 3997 3641 3322 \n",
       "Q 3641 2881 3436 2590 \n",
       "Q 3231 2300 2841 2188 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2491 \n",
       "L 2053 2491 \n",
       "Q 2509 2491 2742 2702 \n",
       "Q 2975 2913 2975 3322 \n",
       "Q 2975 3731 2742 3939 \n",
       "Q 2509 4147 2053 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-75\" d=\"M 544 1381 \n",
       "L 544 3500 \n",
       "L 1119 3500 \n",
       "L 1119 1403 \n",
       "Q 1119 906 1312 657 \n",
       "Q 1506 409 1894 409 \n",
       "Q 2359 409 2629 706 \n",
       "Q 2900 1003 2900 1516 \n",
       "L 2900 3500 \n",
       "L 3475 3500 \n",
       "L 3475 0 \n",
       "L 2900 0 \n",
       "L 2900 538 \n",
       "Q 2691 219 2414 64 \n",
       "Q 2138 -91 1772 -91 \n",
       "Q 1169 -91 856 284 \n",
       "Q 544 659 544 1381 \n",
       "z\n",
       "M 1991 3584 \n",
       "L 1991 3584 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-72\" d=\"M 2631 2963 \n",
       "Q 2534 3019 2420 3045 \n",
       "Q 2306 3072 2169 3072 \n",
       "Q 1681 3072 1420 2755 \n",
       "Q 1159 2438 1159 1844 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1341 3275 1631 3429 \n",
       "Q 1922 3584 2338 3584 \n",
       "Q 2397 3584 2469 3576 \n",
       "Q 2541 3569 2628 3553 \n",
       "L 2631 2963 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-6e\" d=\"M 3513 2113 \n",
       "L 3513 0 \n",
       "L 2938 0 \n",
       "L 2938 2094 \n",
       "Q 2938 2591 2744 2837 \n",
       "Q 2550 3084 2163 3084 \n",
       "Q 1697 3084 1428 2787 \n",
       "Q 1159 2491 1159 1978 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 3500 \n",
       "L 1159 3500 \n",
       "L 1159 2956 \n",
       "Q 1366 3272 1645 3428 \n",
       "Q 1925 3584 2291 3584 \n",
       "Q 2894 3584 3203 3211 \n",
       "Q 3513 2838 3513 2113 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(64.982422 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(126.505859 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-75\" transform=\"translate(165.714844 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-72\" transform=\"translate(229.09375 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(268.457031 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 52.160938 299.518125 \n",
       "L 52.160938 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 386.960938 299.518125 \n",
       "L 386.960938 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 52.160937 299.518125 \n",
       "L 386.960937 299.518125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 52.160937 22.318125 \n",
       "L 386.960937 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_15\">\n",
       "    <!-- Return vs log(MV) — 2010-01 -->\n",
       "    <g transform=\"translate(131.166875 16.318125) scale(0.12 -0.12)\">\n",
       "     <defs>\n",
       "      <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-76\" d=\"M 191 3500 \n",
       "L 800 3500 \n",
       "L 1894 563 \n",
       "L 2988 3500 \n",
       "L 3597 3500 \n",
       "L 2284 0 \n",
       "L 1503 0 \n",
       "L 191 3500 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-73\" d=\"M 2834 3397 \n",
       "L 2834 2853 \n",
       "Q 2591 2978 2328 3040 \n",
       "Q 2066 3103 1784 3103 \n",
       "Q 1356 3103 1142 2972 \n",
       "Q 928 2841 928 2578 \n",
       "Q 928 2378 1081 2264 \n",
       "Q 1234 2150 1697 2047 \n",
       "L 1894 2003 \n",
       "Q 2506 1872 2764 1633 \n",
       "Q 3022 1394 3022 966 \n",
       "Q 3022 478 2636 193 \n",
       "Q 2250 -91 1575 -91 \n",
       "Q 1294 -91 989 -36 \n",
       "Q 684 19 347 128 \n",
       "L 347 722 \n",
       "Q 666 556 975 473 \n",
       "Q 1284 391 1588 391 \n",
       "Q 1994 391 2212 530 \n",
       "Q 2431 669 2431 922 \n",
       "Q 2431 1156 2273 1281 \n",
       "Q 2116 1406 1581 1522 \n",
       "L 1381 1569 \n",
       "Q 847 1681 609 1914 \n",
       "Q 372 2147 372 2553 \n",
       "Q 372 3047 722 3315 \n",
       "Q 1072 3584 1716 3584 \n",
       "Q 2034 3584 2315 3537 \n",
       "Q 2597 3491 2834 3397 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-2014\" d=\"M 313 1978 \n",
       "L 6088 1978 \n",
       "L 6088 1528 \n",
       "L 313 1528 \n",
       "L 313 1978 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-2d\" d=\"M 313 2009 \n",
       "L 1997 2009 \n",
       "L 1997 1497 \n",
       "L 313 1497 \n",
       "L 313 2009 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-52\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(64.982422 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(126.505859 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-75\" transform=\"translate(165.714844 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-72\" transform=\"translate(229.09375 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6e\" transform=\"translate(268.457031 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(331.835938 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-76\" transform=\"translate(363.623047 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" transform=\"translate(422.802734 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(474.902344 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" transform=\"translate(506.689453 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6f\" transform=\"translate(534.472656 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-67\" transform=\"translate(595.654297 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(659.130859 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(698.144531 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(784.423828 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(852.832031 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(891.845703 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-2014\" transform=\"translate(923.632812 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(1023.632812 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(1055.419922 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(1119.042969 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(1182.666016 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(1246.289062 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-2d\" transform=\"translate(1309.912109 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(1345.996094 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(1409.619141 0)\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p4f31747315\">\n",
       "   <rect x=\"52.160938\" y=\"22.318125\" width=\"334.8\" height=\"277.2\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 600x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "if PLOT:\n",
    "    plt.figure(figsize=(10,4))\n",
    "    df.groupby(COL_DATE)[COL_RET].mean().plot()\n",
    "    plt.title('Mean Return')\n",
    "    plt.xlabel('Date'); plt.ylabel('Mean Return'); plt.grid(True); plt.show()\n",
    "\n",
    "    plt.figure(figsize=(10,4))\n",
    "    df.groupby(COL_DATE)['logMV'].mean().plot()\n",
    "    plt.title('Mean log(MV)')\n",
    "    plt.xlabel('Date'); plt.ylabel('Mean log(MV)'); plt.grid(True); plt.show()\n",
    "\n",
    "    # 当期散点（取同月内所有股票）\n",
    "    sample_month = df[COL_DATE].sort_values().unique()[0]\n",
    "    tmp = df[df[COL_DATE]==sample_month]\n",
    "    plt.figure(figsize=(6,5))\n",
    "    plt.scatter(tmp['logMV'], tmp[COL_RET], alpha=0.4)\n",
    "    plt.title(f'Return vs log(MV) — {sample_month.strftime(\"%Y-%m\")}')\n",
    "    plt.xlabel('log(MV)'); plt.ylabel('Return'); plt.grid(True); plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "1f41f264",
   "metadata": {},
   "outputs": [],
   "source": [
    "import statsmodels.api as sm\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "28985b47",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fama-MacBeth(当期:Ret_t ~ logMV_t)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>var</th>\n",
       "      <th>mean_beta</th>\n",
       "      <th>se</th>\n",
       "      <th>t</th>\n",
       "      <th>T_months</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>const</td>\n",
       "      <td>-0.038459</td>\n",
       "      <td>0.022491</td>\n",
       "      <td>-1.709921</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>logMV</td>\n",
       "      <td>0.003353</td>\n",
       "      <td>0.001270</td>\n",
       "      <td>2.639643</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     var  mean_beta        se         t  T_months\n",
       "0  const  -0.038459  0.022491 -1.709921       189\n",
       "1  logMV   0.003353  0.001270  2.639643       189"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fama-MacBeth(预测:Ret_{t+1} ~ logMV_t)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>var</th>\n",
       "      <th>mean_beta</th>\n",
       "      <th>se</th>\n",
       "      <th>t</th>\n",
       "      <th>T_months</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>const</td>\n",
       "      <td>0.063086</td>\n",
       "      <td>0.025662</td>\n",
       "      <td>2.458364</td>\n",
       "      <td>188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>logMV</td>\n",
       "      <td>-0.003428</td>\n",
       "      <td>0.001433</td>\n",
       "      <td>-2.392982</td>\n",
       "      <td>188</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     var  mean_beta        se         t  T_months\n",
       "0  const   0.063086  0.025662  2.458364       188\n",
       "1  logMV  -0.003428  0.001433 -2.392982       188"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "def cross_section_reg(df_m, y_col, x_cols):\n",
    "    X = sm.add_constant(df_m[x_cols])\n",
    "    y = df_m[y_col]\n",
    "    try:\n",
    "        res = sm.OLS(y, X, missing='drop').fit()\n",
    "        return res.params\n",
    "    except Exception:\n",
    "        return pd.Series(index=['const'] + x_cols, dtype=float)\n",
    "\n",
    "def fama_macbeth(df, y_col, x_cols, date_col=COL_DATE):\n",
    "    betas = []\n",
    "    months = []\n",
    "    for month, g in df.groupby(date_col):\n",
    "        params = cross_section_reg(g, y_col, x_cols)\n",
    "        betas.append(params)\n",
    "        months.append(month)\n",
    "    betas = pd.DataFrame(betas, index=pd.to_datetime(months)).sort_index()\n",
    "    return betas\n",
    "\n",
    "def nw_t_for_mean(series, lags=NW_LAGS):\n",
    "    # 对 beta_t 做回归：beta_t = alpha + e_t，取 alpha 的 HAC-robust t 值\n",
    "    s = series.dropna()\n",
    "    if s.empty:\n",
    "        return np.nan, np.nan, np.nan\n",
    "    X = sm.add_constant(np.ones(len(s)))\n",
    "    y = s.values\n",
    "    res = sm.OLS(y, X).fit(cov_type='HAC', cov_kwds={'maxlags': lags})\n",
    "    alpha = res.params[0]  # 常数项就是均值\n",
    "    se = res.bse[0]\n",
    "    tval = alpha / se if se>0 else np.nan\n",
    "    return alpha, se, tval\n",
    "\n",
    "def summarize_fm(betas, x_cols, lags=NW_LAGS):\n",
    "    rows = []\n",
    "    for col in ['const'] + x_cols:\n",
    "        mu, se, t = nw_t_for_mean(betas[col], lags)\n",
    "        rows.append({'var': col, 'mean_beta': mu, 'se': se, 't': t, 'T_months': betas[col].dropna().shape[0]})\n",
    "    return pd.DataFrame(rows)\n",
    "\n",
    "# 当期：Ret_t ~ logMV_t\n",
    "betas_now = fama_macbeth(df, y_col=COL_RET, x_cols=['logMV'])\n",
    "fm_now = summarize_fm(betas_now, ['logMV'])\n",
    "print('Fama-MacBeth(当期:Ret_t ~ logMV_t)')\n",
    "display(fm_now)\n",
    "\n",
    "# 预测：Ret_{t+1} ~ logMV_t\n",
    "df_pred = df.dropna(subset=['RET_FWD1']).copy()\n",
    "betas_fwd = fama_macbeth(df_pred, y_col='RET_FWD1', x_cols=['logMV'])\n",
    "fm_fwd = summarize_fm(betas_fwd, ['logMV'])\n",
    "print('Fama-MacBeth(预测:Ret_{t+1} ~ logMV_t)')\n",
    "display(fm_fwd)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "65c9e734",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:                 Mretwd   R-squared:                       0.003\n",
      "Model:                            OLS   Adj. R-squared:                  0.003\n",
      "Method:                 Least Squares   F-statistic:                     847.0\n",
      "Date:                Fri, 31 Oct 2025   Prob (F-statistic):          4.18e-186\n",
      "Time:                        17:51:58   Log-Likelihood:             2.9176e+05\n",
      "No. Observations:              667537   AIC:                        -5.835e+05\n",
      "Df Residuals:                  667535   BIC:                        -5.835e+05\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:                  HAC                                         \n",
      "==============================================================================\n",
      "                 coef    std err          z      P>|z|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const         -0.0963      0.004    -25.350      0.000      -0.104      -0.089\n",
      "logMV          0.0071      0.000     29.104      0.000       0.007       0.008\n",
      "==============================================================================\n",
      "Omnibus:                   962802.494   Durbin-Watson:                   1.381\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):       3349856654.308\n",
      "Skew:                           7.790   Prob(JB):                         0.00\n",
      "Kurtosis:                     349.691   Cond. No.                         185.\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors are heteroscedasticity and autocorrelation robust (HAC) using 12 lags and without small sample correction\n",
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:               RET_FWD1   R-squared:                       0.001\n",
      "Model:                            OLS   Adj. R-squared:                  0.001\n",
      "Method:                 Least Squares   F-statistic:                     292.2\n",
      "Date:                Fri, 31 Oct 2025   Prob (F-statistic):           1.72e-65\n",
      "Time:                        17:51:58   Log-Likelihood:             3.3879e+05\n",
      "No. Observations:              661752   AIC:                        -6.776e+05\n",
      "Df Residuals:                  661750   BIC:                        -6.776e+05\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:                  HAC                                         \n",
      "==============================================================================\n",
      "                 coef    std err          z      P>|z|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const          0.0740      0.004     19.425      0.000       0.067       0.081\n",
      "logMV         -0.0042      0.000    -17.093      0.000      -0.005      -0.004\n",
      "==============================================================================\n",
      "Omnibus:                   669336.833   Durbin-Watson:                   1.368\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):        761809171.672\n",
      "Skew:                           4.004   Prob(JB):                         0.00\n",
      "Kurtosis:                     169.026   Cond. No.                         185.\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors are heteroscedasticity and autocorrelation robust (HAC) using 12 lags and without small sample correction\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# 稳健性\n",
    "def pooled_ols(y, X):\n",
    "    X_ = sm.add_constant(X)\n",
    "    return sm.OLS(y, X_).fit(cov_type='HAC', cov_kwds={'maxlags': NW_LAGS})\n",
    "\n",
    "res_pool_now = pooled_ols(df[COL_RET], df[['logMV']])\n",
    "print(res_pool_now.summary())\n",
    "\n",
    "res_pool_fwd = pooled_ols(df_pred['RET_FWD1'], df_pred[['logMV']])\n",
    "print(res_pool_fwd.summary())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5009b21",
   "metadata": {},
   "source": [
    "每个月按 logMV 分成 10 分位（D1 最小市值 … D10 最大市值），计算等权月收益。\n",
    "• 构造 SMB_like = D1 - D10（小盘减大盘）。\n",
    "• 画 D1/D10/SMB_like 的累积收益曲线；\n",
    "• 对 SMB_like 的时间序列做均值的 t 检验，报告“月均超额及 t 值”。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "b08fa5d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>D1</th>\n",
       "      <th>D2</th>\n",
       "      <th>D3</th>\n",
       "      <th>D4</th>\n",
       "      <th>D5</th>\n",
       "      <th>D6</th>\n",
       "      <th>D7</th>\n",
       "      <th>D8</th>\n",
       "      <th>D9</th>\n",
       "      <th>D10</th>\n",
       "      <th>SMB_like</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2010-01-01</th>\n",
       "      <td>-0.065534</td>\n",
       "      <td>-0.037459</td>\n",
       "      <td>-0.038276</td>\n",
       "      <td>-0.019737</td>\n",
       "      <td>-0.033557</td>\n",
       "      <td>0.004271</td>\n",
       "      <td>-0.031306</td>\n",
       "      <td>-0.024890</td>\n",
       "      <td>-0.028521</td>\n",
       "      <td>-0.074890</td>\n",
       "      <td>0.009357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-02-01</th>\n",
       "      <td>0.046681</td>\n",
       "      <td>0.063459</td>\n",
       "      <td>0.072430</td>\n",
       "      <td>0.067367</td>\n",
       "      <td>0.072865</td>\n",
       "      <td>0.080307</td>\n",
       "      <td>0.068155</td>\n",
       "      <td>0.103512</td>\n",
       "      <td>0.052787</td>\n",
       "      <td>0.030118</td>\n",
       "      <td>0.016564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-03-01</th>\n",
       "      <td>0.074852</td>\n",
       "      <td>0.086811</td>\n",
       "      <td>0.065154</td>\n",
       "      <td>0.052396</td>\n",
       "      <td>0.047692</td>\n",
       "      <td>0.042960</td>\n",
       "      <td>0.038092</td>\n",
       "      <td>0.023222</td>\n",
       "      <td>0.019489</td>\n",
       "      <td>0.012495</td>\n",
       "      <td>0.062356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-04-01</th>\n",
       "      <td>-0.114093</td>\n",
       "      <td>-0.106691</td>\n",
       "      <td>-0.078727</td>\n",
       "      <td>-0.089050</td>\n",
       "      <td>-0.068406</td>\n",
       "      <td>-0.061322</td>\n",
       "      <td>-0.066052</td>\n",
       "      <td>-0.055187</td>\n",
       "      <td>-0.041704</td>\n",
       "      <td>-0.051311</td>\n",
       "      <td>-0.062782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2010-05-01</th>\n",
       "      <td>-0.105829</td>\n",
       "      <td>-0.080207</td>\n",
       "      <td>-0.086410</td>\n",
       "      <td>-0.090154</td>\n",
       "      <td>-0.096328</td>\n",
       "      <td>-0.083840</td>\n",
       "      <td>-0.076913</td>\n",
       "      <td>-0.088943</td>\n",
       "      <td>-0.065180</td>\n",
       "      <td>-0.074058</td>\n",
       "      <td>-0.031771</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  D1        D2        D3        D4        D5        D6  \\\n",
       "Date                                                                     \n",
       "2010-01-01 -0.065534 -0.037459 -0.038276 -0.019737 -0.033557  0.004271   \n",
       "2010-02-01  0.046681  0.063459  0.072430  0.067367  0.072865  0.080307   \n",
       "2010-03-01  0.074852  0.086811  0.065154  0.052396  0.047692  0.042960   \n",
       "2010-04-01 -0.114093 -0.106691 -0.078727 -0.089050 -0.068406 -0.061322   \n",
       "2010-05-01 -0.105829 -0.080207 -0.086410 -0.090154 -0.096328 -0.083840   \n",
       "\n",
       "                  D7        D8        D9       D10  SMB_like  \n",
       "Date                                                          \n",
       "2010-01-01 -0.031306 -0.024890 -0.028521 -0.074890  0.009357  \n",
       "2010-02-01  0.068155  0.103512  0.052787  0.030118  0.016564  \n",
       "2010-03-01  0.038092  0.023222  0.019489  0.012495  0.062356  \n",
       "2010-04-01 -0.066052 -0.055187 -0.041704 -0.051311 -0.062782  \n",
       "2010-05-01 -0.076913 -0.088943 -0.065180 -0.074058 -0.031771  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Date'>"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '累积收益:D1(最小MV) vs D10(最大MV) 与 SMB_like')"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"594.142187pt\" height=\"281.634375pt\" viewBox=\"0 0 594.142187 281.634375\" xmlns=\"http://www.w3.org/2000/svg\" version=\"1.1\">\n",
       " <metadata>\n",
       "  <rdf:RDF xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
       "   <cc:Work>\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
       "    <dc:date>2025-10-31T17:51:59.457282</dc:date>\n",
       "    <dc:format>image/svg+xml</dc:format>\n",
       "    <dc:creator>\n",
       "     <cc:Agent>\n",
       "      <dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>\n",
       "     </cc:Agent>\n",
       "    </dc:creator>\n",
       "   </cc:Work>\n",
       "  </rdf:RDF>\n",
       " </metadata>\n",
       " <defs>\n",
       "  <style type=\"text/css\">*{stroke-linejoin: round; stroke-linecap: butt}</style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 281.634375 \n",
       "L 594.142187 281.634375 \n",
       "L 594.142187 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 28.942188 244.078125 \n",
       "L 586.942188 244.078125 \n",
       "L 586.942188 22.318125 \n",
       "L 28.942188 22.318125 \n",
       "z\n",
       "\" style=\"fill: #ffffff\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path d=\"M 64.559209 244.078125 \n",
       "L 64.559209 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\">\n",
       "      <defs>\n",
       "       <path id=\"m22b190f14a\" d=\"M 0 0 \n",
       "L 0 3.5 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"64.559209\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- 2011 -->\n",
       "      <g transform=\"translate(51.834209 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-32\" d=\"M 1228 531 \n",
       "L 3431 531 \n",
       "L 3431 0 \n",
       "L 469 0 \n",
       "L 469 531 \n",
       "Q 828 903 1448 1529 \n",
       "Q 2069 2156 2228 2338 \n",
       "Q 2531 2678 2651 2914 \n",
       "Q 2772 3150 2772 3378 \n",
       "Q 2772 3750 2511 3984 \n",
       "Q 2250 4219 1831 4219 \n",
       "Q 1534 4219 1204 4116 \n",
       "Q 875 4013 500 3803 \n",
       "L 500 4441 \n",
       "Q 881 4594 1212 4672 \n",
       "Q 1544 4750 1819 4750 \n",
       "Q 2544 4750 2975 4387 \n",
       "Q 3406 4025 3406 3419 \n",
       "Q 3406 3131 3298 2873 \n",
       "Q 3191 2616 2906 2266 \n",
       "Q 2828 2175 2409 1742 \n",
       "Q 1991 1309 1228 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-30\" d=\"M 2034 4250 \n",
       "Q 1547 4250 1301 3770 \n",
       "Q 1056 3291 1056 2328 \n",
       "Q 1056 1369 1301 889 \n",
       "Q 1547 409 2034 409 \n",
       "Q 2525 409 2770 889 \n",
       "Q 3016 1369 3016 2328 \n",
       "Q 3016 3291 2770 3770 \n",
       "Q 2525 4250 2034 4250 \n",
       "z\n",
       "M 2034 4750 \n",
       "Q 2819 4750 3233 4129 \n",
       "Q 3647 3509 3647 2328 \n",
       "Q 3647 1150 3233 529 \n",
       "Q 2819 -91 2034 -91 \n",
       "Q 1250 -91 836 529 \n",
       "Q 422 1150 422 2328 \n",
       "Q 422 3509 836 4129 \n",
       "Q 1250 4750 2034 4750 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "        <path id=\"DejaVuSans-31\" d=\"M 794 531 \n",
       "L 1825 531 \n",
       "L 1825 4091 \n",
       "L 703 3866 \n",
       "L 703 4441 \n",
       "L 1819 4666 \n",
       "L 2450 4666 \n",
       "L 2450 531 \n",
       "L 3481 531 \n",
       "L 3481 0 \n",
       "L 794 0 \n",
       "L 794 531 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path d=\"M 135.793251 244.078125 \n",
       "L 135.793251 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"135.793251\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- 2013 -->\n",
       "      <g transform=\"translate(123.068251 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-33\" d=\"M 2597 2516 \n",
       "Q 3050 2419 3304 2112 \n",
       "Q 3559 1806 3559 1356 \n",
       "Q 3559 666 3084 287 \n",
       "Q 2609 -91 1734 -91 \n",
       "Q 1441 -91 1130 -33 \n",
       "Q 819 25 488 141 \n",
       "L 488 750 \n",
       "Q 750 597 1062 519 \n",
       "Q 1375 441 1716 441 \n",
       "Q 2309 441 2620 675 \n",
       "Q 2931 909 2931 1356 \n",
       "Q 2931 1769 2642 2001 \n",
       "Q 2353 2234 1838 2234 \n",
       "L 1294 2234 \n",
       "L 1294 2753 \n",
       "L 1863 2753 \n",
       "Q 2328 2753 2575 2939 \n",
       "Q 2822 3125 2822 3475 \n",
       "Q 2822 3834 2567 4026 \n",
       "Q 2313 4219 1838 4219 \n",
       "Q 1578 4219 1281 4162 \n",
       "Q 984 4106 628 3988 \n",
       "L 628 4550 \n",
       "Q 988 4650 1302 4700 \n",
       "Q 1616 4750 1894 4750 \n",
       "Q 2613 4750 3031 4423 \n",
       "Q 3450 4097 3450 3541 \n",
       "Q 3450 3153 3228 2886 \n",
       "Q 3006 2619 2597 2516 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path d=\"M 207.027294 244.078125 \n",
       "L 207.027294 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"207.027294\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- 2015 -->\n",
       "      <g transform=\"translate(194.302294 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-35\" d=\"M 691 4666 \n",
       "L 3169 4666 \n",
       "L 3169 4134 \n",
       "L 1269 4134 \n",
       "L 1269 2991 \n",
       "Q 1406 3038 1543 3061 \n",
       "Q 1681 3084 1819 3084 \n",
       "Q 2600 3084 3056 2656 \n",
       "Q 3513 2228 3513 1497 \n",
       "Q 3513 744 3044 326 \n",
       "Q 2575 -91 1722 -91 \n",
       "Q 1428 -91 1123 -41 \n",
       "Q 819 9 494 109 \n",
       "L 494 744 \n",
       "Q 775 591 1075 516 \n",
       "Q 1375 441 1709 441 \n",
       "Q 2250 441 2565 725 \n",
       "Q 2881 1009 2881 1497 \n",
       "Q 2881 1984 2565 2268 \n",
       "Q 2250 2553 1709 2553 \n",
       "Q 1456 2553 1204 2497 \n",
       "Q 953 2441 691 2322 \n",
       "L 691 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path d=\"M 278.261336 244.078125 \n",
       "L 278.261336 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"278.261336\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 2017 -->\n",
       "      <g transform=\"translate(265.536336 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-37\" d=\"M 525 4666 \n",
       "L 3525 4666 \n",
       "L 3525 4397 \n",
       "L 1831 0 \n",
       "L 1172 0 \n",
       "L 2766 4134 \n",
       "L 525 4134 \n",
       "L 525 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-37\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path d=\"M 349.495379 244.078125 \n",
       "L 349.495379 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"349.495379\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 2019 -->\n",
       "      <g transform=\"translate(336.770379 258.676562) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-39\" d=\"M 703 97 \n",
       "L 703 672 \n",
       "Q 941 559 1184 500 \n",
       "Q 1428 441 1663 441 \n",
       "Q 2288 441 2617 861 \n",
       "Q 2947 1281 2994 2138 \n",
       "Q 2813 1869 2534 1725 \n",
       "Q 2256 1581 1919 1581 \n",
       "Q 1219 1581 811 2004 \n",
       "Q 403 2428 403 3163 \n",
       "Q 403 3881 828 4315 \n",
       "Q 1253 4750 1959 4750 \n",
       "Q 2769 4750 3195 4129 \n",
       "Q 3622 3509 3622 2328 \n",
       "Q 3622 1225 3098 567 \n",
       "Q 2575 -91 1691 -91 \n",
       "Q 1453 -91 1209 -44 \n",
       "Q 966 3 703 97 \n",
       "z\n",
       "M 1959 2075 \n",
       "Q 2384 2075 2632 2365 \n",
       "Q 2881 2656 2881 3163 \n",
       "Q 2881 3666 2632 3958 \n",
       "Q 2384 4250 1959 4250 \n",
       "Q 1534 4250 1286 3958 \n",
       "Q 1038 3666 1038 3163 \n",
       "Q 1038 2656 1286 2365 \n",
       "Q 1534 2075 1959 2075 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-39\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path d=\"M 420.729422 244.078125 \n",
       "L 420.729422 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"420.729422\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 2021 -->\n",
       "      <g transform=\"translate(408.004422 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path d=\"M 491.963464 244.078125 \n",
       "L 491.963464 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"491.963464\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- 2023 -->\n",
       "      <g transform=\"translate(479.238464 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-33\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path d=\"M 563.197507 244.078125 \n",
       "L 563.197507 22.318125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#m22b190f14a\" x=\"563.197507\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- 2025 -->\n",
       "      <g transform=\"translate(550.472507 258.676562) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(63.623047 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(127.246094 0)\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-35\" transform=\"translate(190.869141 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <defs>\n",
       "       <path id=\"mb3500df86d\" d=\"M 0 0 \n",
       "L 0 2 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"28.942188\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_18\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"100.17623\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"171.410273\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_20\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"242.644315\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"313.878358\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_22\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"385.1124\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"456.346443\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_24\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#mb3500df86d\" x=\"527.580485\" y=\"244.078125\" style=\"stroke: #000000; stroke-width: 0.6\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_9\">\n",
       "     <!-- Date -->\n",
       "     <g transform=\"translate(295.991406 272.354687) scale(0.1 -0.1)\">\n",
       "      <defs>\n",
       "       <path id=\"DejaVuSans-44\" d=\"M 1259 4147 \n",
       "L 1259 519 \n",
       "L 2022 519 \n",
       "Q 2988 519 3436 956 \n",
       "Q 3884 1394 3884 2338 \n",
       "Q 3884 3275 3436 3711 \n",
       "Q 2988 4147 2022 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 1925 4666 \n",
       "Q 3281 4666 3915 4102 \n",
       "Q 4550 3538 4550 2338 \n",
       "Q 4550 1131 3912 565 \n",
       "Q 3275 0 1925 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-61\" d=\"M 2194 1759 \n",
       "Q 1497 1759 1228 1600 \n",
       "Q 959 1441 959 1056 \n",
       "Q 959 750 1161 570 \n",
       "Q 1363 391 1709 391 \n",
       "Q 2188 391 2477 730 \n",
       "Q 2766 1069 2766 1631 \n",
       "L 2766 1759 \n",
       "L 2194 1759 \n",
       "z\n",
       "M 3341 1997 \n",
       "L 3341 0 \n",
       "L 2766 0 \n",
       "L 2766 531 \n",
       "Q 2569 213 2275 61 \n",
       "Q 1981 -91 1556 -91 \n",
       "Q 1019 -91 701 211 \n",
       "Q 384 513 384 1019 \n",
       "Q 384 1609 779 1909 \n",
       "Q 1175 2209 1959 2209 \n",
       "L 2766 2209 \n",
       "L 2766 2266 \n",
       "Q 2766 2663 2505 2880 \n",
       "Q 2244 3097 1772 3097 \n",
       "Q 1472 3097 1187 3025 \n",
       "Q 903 2953 641 2809 \n",
       "L 641 3341 \n",
       "Q 956 3463 1253 3523 \n",
       "Q 1550 3584 1831 3584 \n",
       "Q 2591 3584 2966 3190 \n",
       "Q 3341 2797 3341 1997 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-74\" d=\"M 1172 4494 \n",
       "L 1172 3500 \n",
       "L 2356 3500 \n",
       "L 2356 3053 \n",
       "L 1172 3053 \n",
       "L 1172 1153 \n",
       "Q 1172 725 1289 603 \n",
       "Q 1406 481 1766 481 \n",
       "L 2356 481 \n",
       "L 2356 0 \n",
       "L 1766 0 \n",
       "Q 1100 0 847 248 \n",
       "Q 594 497 594 1153 \n",
       "L 594 3053 \n",
       "L 172 3053 \n",
       "L 172 3500 \n",
       "L 594 3500 \n",
       "L 594 4494 \n",
       "L 1172 4494 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       <path id=\"DejaVuSans-65\" d=\"M 3597 1894 \n",
       "L 3597 1613 \n",
       "L 953 1613 \n",
       "Q 991 1019 1311 708 \n",
       "Q 1631 397 2203 397 \n",
       "Q 2534 397 2845 478 \n",
       "Q 3156 559 3463 722 \n",
       "L 3463 178 \n",
       "Q 3153 47 2828 -22 \n",
       "Q 2503 -91 2169 -91 \n",
       "Q 1331 -91 842 396 \n",
       "Q 353 884 353 1716 \n",
       "Q 353 2575 817 3079 \n",
       "Q 1281 3584 2069 3584 \n",
       "Q 2775 3584 3186 3129 \n",
       "Q 3597 2675 3597 1894 \n",
       "z\n",
       "M 3022 2063 \n",
       "Q 3016 2534 2758 2815 \n",
       "Q 2500 3097 2075 3097 \n",
       "Q 1594 3097 1305 2825 \n",
       "Q 1016 2553 972 2059 \n",
       "L 3022 2063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      </defs>\n",
       "      <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-61\" transform=\"translate(77.001953 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-74\" transform=\"translate(138.28125 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(177.490234 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path d=\"M 28.942188 216.239306 \n",
       "L 586.942188 216.239306 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\">\n",
       "      <defs>\n",
       "       <path id=\"me7b1baa0ed\" d=\"M 0 0 \n",
       "L -3.5 0 \n",
       "\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </defs>\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"216.239306\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- −2 -->\n",
       "      <g transform=\"translate(7.2 220.038525) scale(0.1 -0.1)\">\n",
       "       <defs>\n",
       "        <path id=\"DejaVuSans-2212\" d=\"M 678 2272 \n",
       "L 4684 2272 \n",
       "L 4684 1741 \n",
       "L 678 1741 \n",
       "L 678 2272 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "       </defs>\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-32\" transform=\"translate(83.789062 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path d=\"M 28.942188 181.605467 \n",
       "L 586.942188 181.605467 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"181.605467\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- −1 -->\n",
       "      <g transform=\"translate(7.2 185.404686) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(83.789062 0)\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path d=\"M 28.942188 146.971629 \n",
       "L 586.942188 146.971629 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"146.971629\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(15.579688 150.770848) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path d=\"M 28.942188 112.337791 \n",
       "L 586.942188 112.337791 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"112.337791\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- 1 -->\n",
       "      <g transform=\"translate(15.579688 116.137009) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path d=\"M 28.942188 77.703952 \n",
       "L 586.942188 77.703952 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"77.703952\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- 2 -->\n",
       "      <g transform=\"translate(15.579688 81.503171) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path d=\"M 28.942188 43.070114 \n",
       "L 586.942188 43.070114 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #b0b0b0; stroke-width: 0.8; stroke-linecap: square\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\">\n",
       "      <g>\n",
       "       <use xlink:href=\"#me7b1baa0ed\" x=\"28.942188\" y=\"43.070114\" style=\"stroke: #000000; stroke-width: 0.8\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- 3 -->\n",
       "      <g transform=\"translate(15.579688 46.869333) scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"line2d_37\">\n",
       "    <path d=\"M 28.942188 149.241315 \n",
       "L 31.910273 147.624559 \n",
       "L 34.878358 145.032157 \n",
       "L 37.846443 148.98363 \n",
       "L 40.814528 152.648908 \n",
       "L 43.782613 154.913376 \n",
       "L 46.750698 150.90061 \n",
       "L 49.718783 147.925077 \n",
       "L 52.686868 149.201002 \n",
       "L 55.654953 146.864048 \n",
       "L 58.623039 145.567191 \n",
       "L 61.591124 145.938859 \n",
       "L 64.559209 148.175379 \n",
       "L 67.527294 146.180285 \n",
       "L 70.495379 147.386445 \n",
       "L 73.463464 150.742496 \n",
       "L 76.431549 153.540268 \n",
       "L 79.399634 153.54281 \n",
       "L 82.367719 152.161253 \n",
       "L 85.335805 151.917003 \n",
       "L 88.30389 156.494531 \n",
       "L 91.271975 154.419032 \n",
       "L 94.24006 156.443503 \n",
       "L 97.208145 161.561621 \n",
       "L 100.17623 163.198192 \n",
       "L 103.144315 158.340587 \n",
       "L 106.1124 161.285887 \n",
       "L 109.080485 159.940009 \n",
       "L 112.04857 159.117461 \n",
       "L 115.016656 160.015758 \n",
       "L 117.984741 166.298789 \n",
       "L 120.952826 163.6599 \n",
       "L 123.920911 163.675785 \n",
       "L 126.888996 164.157752 \n",
       "L 129.857081 167.540358 \n",
       "L 132.825166 160.91679 \n",
       "L 135.793251 159.053444 \n",
       "L 138.761336 157.32873 \n",
       "L 141.729422 159.402204 \n",
       "L 144.697507 160.630874 \n",
       "L 147.665592 155.309942 \n",
       "L 150.633677 160.231884 \n",
       "L 153.601762 157.427454 \n",
       "L 156.569847 155.403158 \n",
       "L 159.537932 153.799232 \n",
       "L 162.506017 154.271119 \n",
       "L 165.474102 149.660881 \n",
       "L 168.442188 150.48624 \n",
       "L 171.410273 149.441569 \n",
       "L 174.378358 148.238989 \n",
       "L 177.346443 149.994257 \n",
       "L 180.314528 150.372392 \n",
       "L 183.282613 148.83976 \n",
       "L 186.250698 146.575829 \n",
       "L 189.218783 145.007105 \n",
       "L 192.186868 142.390592 \n",
       "L 195.154953 137.514958 \n",
       "L 198.123039 136.805653 \n",
       "L 201.091124 134.59527 \n",
       "L 204.059209 138.480185 \n",
       "L 207.027294 135.592297 \n",
       "L 209.995379 133.711164 \n",
       "L 212.963464 126.704018 \n",
       "L 215.931549 118.863555 \n",
       "L 218.899634 100.002607 \n",
       "L 221.867719 103.878855 \n",
       "L 224.835805 106.621598 \n",
       "L 227.80389 113.844538 \n",
       "L 230.771975 113.817136 \n",
       "L 233.74006 105.858687 \n",
       "L 236.708145 98.861669 \n",
       "L 239.67623 97.234554 \n",
       "L 242.644315 104.376545 \n",
       "L 245.6124 106.044784 \n",
       "L 248.580485 99.61856 \n",
       "L 251.54857 99.183034 \n",
       "L 254.516656 98.241403 \n",
       "L 257.484741 94.30658 \n",
       "L 260.452826 94.822731 \n",
       "L 263.420911 91.3766 \n",
       "L 266.388996 90.490796 \n",
       "L 269.357081 86.960142 \n",
       "L 272.325166 83.207697 \n",
       "L 275.293251 84.784056 \n",
       "L 278.261336 85.790135 \n",
       "L 281.229422 80.191312 \n",
       "L 284.197507 80.230728 \n",
       "L 287.165592 82.824959 \n",
       "L 290.133677 86.275389 \n",
       "L 293.101762 86.107236 \n",
       "L 296.069847 88.83227 \n",
       "L 299.037932 85.595216 \n",
       "L 302.006017 85.171555 \n",
       "L 304.974102 85.59267 \n",
       "L 307.942188 89.310384 \n",
       "L 310.910273 90.134099 \n",
       "L 313.878358 91.827515 \n",
       "L 316.846443 95.074654 \n",
       "L 319.814528 91.78584 \n",
       "L 322.782613 93.227242 \n",
       "L 325.750698 92.532071 \n",
       "L 328.718783 96.523908 \n",
       "L 331.686868 97.885362 \n",
       "L 334.654953 101.718514 \n",
       "L 337.623039 102.574541 \n",
       "L 340.591124 104.857574 \n",
       "L 343.559209 104.110836 \n",
       "L 346.527294 104.957599 \n",
       "L 349.495379 107.522556 \n",
       "L 352.463464 100.917377 \n",
       "L 355.431549 98.553096 \n",
       "L 358.399634 100.965697 \n",
       "L 361.367719 102.367785 \n",
       "L 364.335805 102.555851 \n",
       "L 367.30389 103.564362 \n",
       "L 370.271975 104.891158 \n",
       "L 373.24006 104.274332 \n",
       "L 376.208145 105.813828 \n",
       "L 379.17623 107.591486 \n",
       "L 382.144315 105.113266 \n",
       "L 385.1124 105.835927 \n",
       "L 388.080485 108.098743 \n",
       "L 391.04857 109.653763 \n",
       "L 394.016656 111.054039 \n",
       "L 396.984741 111.146591 \n",
       "L 399.952826 109.984729 \n",
       "L 402.920911 107.968594 \n",
       "L 405.888996 107.398631 \n",
       "L 408.857081 110.04691 \n",
       "L 414.793251 109.95835 \n",
       "L 417.761336 113.640271 \n",
       "L 420.729422 116.82276 \n",
       "L 423.697507 116.445334 \n",
       "L 426.665592 115.855412 \n",
       "L 429.633677 117.09323 \n",
       "L 432.601762 115.948265 \n",
       "L 435.569847 115.838192 \n",
       "L 438.537932 117.633148 \n",
       "L 441.506017 116.788905 \n",
       "L 444.474102 116.775846 \n",
       "L 447.442188 118.695925 \n",
       "L 450.410273 114.775763 \n",
       "L 453.378358 115.112585 \n",
       "L 456.346443 118.401533 \n",
       "L 459.314528 118.204138 \n",
       "L 462.282613 121.355026 \n",
       "L 465.250698 127.813474 \n",
       "L 468.218783 125.708109 \n",
       "L 471.186868 125.20894 \n",
       "L 474.154953 125.058023 \n",
       "L 477.123039 126.900515 \n",
       "L 480.091124 129.984626 \n",
       "L 483.059209 129.221364 \n",
       "L 486.027294 127.868983 \n",
       "L 488.995379 130.274569 \n",
       "L 491.963464 127.569354 \n",
       "L 494.931549 127.362614 \n",
       "L 497.899634 128.770532 \n",
       "L 500.867719 130.893196 \n",
       "L 503.835805 130.628386 \n",
       "L 506.80389 131.116603 \n",
       "L 509.771975 130.71149 \n",
       "L 512.74006 131.897461 \n",
       "L 515.708145 132.615495 \n",
       "L 518.67623 134.054087 \n",
       "L 521.644315 127.136736 \n",
       "L 524.6124 123.840734 \n",
       "L 527.580485 130.828602 \n",
       "L 530.54857 130.443538 \n",
       "L 533.516656 130.864724 \n",
       "L 536.484741 132.995471 \n",
       "L 539.452826 134.328413 \n",
       "L 542.420911 137.476439 \n",
       "L 545.388996 136.582694 \n",
       "L 548.357081 138.498223 \n",
       "L 551.325166 130.638384 \n",
       "L 554.293251 124.939153 \n",
       "L 557.261336 121.227961 \n",
       "L 560.229422 126.124562 \n",
       "L 563.197507 126.609069 \n",
       "L 566.165592 123.350457 \n",
       "L 569.133677 123.501263 \n",
       "L 572.101762 124.18355 \n",
       "L 575.069847 121.938655 \n",
       "L 578.037932 120.649656 \n",
       "L 581.006017 119.670648 \n",
       "L 583.974102 118.367594 \n",
       "L 586.942188 119.424621 \n",
       "L 586.942188 119.424621 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"line2d_38\">\n",
       "    <path d=\"M 28.942188 149.565367 \n",
       "L 31.910273 148.522269 \n",
       "L 34.878358 148.089512 \n",
       "L 37.846443 149.8666 \n",
       "L 43.782613 154.985012 \n",
       "L 46.750698 149.805674 \n",
       "L 52.686868 146.786406 \n",
       "L 55.654953 140.890441 \n",
       "L 58.623039 142.041164 \n",
       "L 61.591124 141.794407 \n",
       "L 64.559209 142.211897 \n",
       "L 67.527294 139.88623 \n",
       "L 70.495379 140.297576 \n",
       "L 73.463464 140.574096 \n",
       "L 76.431549 142.672594 \n",
       "L 79.399634 141.624124 \n",
       "L 82.367719 141.708488 \n",
       "L 85.335805 143.382926 \n",
       "L 88.30389 146.733295 \n",
       "L 91.271975 145.227547 \n",
       "L 94.24006 147.213996 \n",
       "L 97.208145 149.780396 \n",
       "L 100.17623 148.179881 \n",
       "L 103.144315 145.194197 \n",
       "L 106.1124 147.484671 \n",
       "L 109.080485 144.964821 \n",
       "L 112.04857 143.999643 \n",
       "L 115.016656 145.760299 \n",
       "L 117.984741 147.679328 \n",
       "L 120.952826 149.173995 \n",
       "L 123.920911 147.719221 \n",
       "L 126.888996 148.243856 \n",
       "L 129.857081 150.283992 \n",
       "L 132.825166 144.102326 \n",
       "L 135.793251 141.91647 \n",
       "L 138.761336 141.23048 \n",
       "L 141.729422 142.617737 \n",
       "L 144.697507 143.306696 \n",
       "L 147.665592 139.907119 \n",
       "L 150.633677 144.65494 \n",
       "L 153.601762 143.238554 \n",
       "L 156.569847 140.799449 \n",
       "L 159.537932 138.148667 \n",
       "L 162.506017 138.796227 \n",
       "L 165.474102 136.990232 \n",
       "L 168.442188 138.139881 \n",
       "L 171.410273 138.742134 \n",
       "L 174.378358 138.683615 \n",
       "L 177.346443 139.371834 \n",
       "L 180.314528 139.449997 \n",
       "L 183.282613 138.986712 \n",
       "L 186.250698 138.038558 \n",
       "L 189.218783 134.621063 \n",
       "L 192.186868 133.829191 \n",
       "L 195.154953 130.845442 \n",
       "L 198.123039 129.712858 \n",
       "L 201.091124 125.259666 \n",
       "L 204.059209 117.274447 \n",
       "L 207.027294 116.182524 \n",
       "L 209.995379 113.870448 \n",
       "L 212.963464 107.834571 \n",
       "L 215.931549 100.289361 \n",
       "L 218.899634 96.27091 \n",
       "L 221.867719 97.784855 \n",
       "L 224.835805 102.298168 \n",
       "L 227.80389 106.350347 \n",
       "L 230.771975 108.26827 \n",
       "L 233.74006 103.16514 \n",
       "L 236.708145 102.214673 \n",
       "L 239.67623 100.581285 \n",
       "L 242.644315 108.895181 \n",
       "L 245.6124 109.545703 \n",
       "L 248.580485 104.316439 \n",
       "L 251.54857 105.172906 \n",
       "L 254.516656 104.906812 \n",
       "L 257.484741 104.431484 \n",
       "L 263.420911 101.54376 \n",
       "L 266.388996 102.241609 \n",
       "L 269.357081 101.270914 \n",
       "L 272.325166 99.346556 \n",
       "L 275.293251 101.12421 \n",
       "L 278.261336 100.279707 \n",
       "L 281.229422 99.218558 \n",
       "L 287.165592 98.68014 \n",
       "L 290.133677 99.220756 \n",
       "L 293.101762 96.964501 \n",
       "L 296.069847 95.405169 \n",
       "L 299.037932 94.29923 \n",
       "L 302.006017 93.845588 \n",
       "L 304.974102 92.909417 \n",
       "L 307.942188 93.249841 \n",
       "L 310.910273 92.736516 \n",
       "L 313.878358 91.397684 \n",
       "L 316.846443 92.522726 \n",
       "L 319.814528 92.494647 \n",
       "L 322.782613 93.31202 \n",
       "L 325.750698 92.533251 \n",
       "L 328.718783 95.023472 \n",
       "L 331.686868 94.516248 \n",
       "L 334.654953 96.538321 \n",
       "L 337.623039 95.770571 \n",
       "L 340.591124 98.622915 \n",
       "L 343.559209 97.993232 \n",
       "L 346.527294 99.226368 \n",
       "L 349.495379 97.911101 \n",
       "L 352.463464 91.14017 \n",
       "L 355.431549 88.164154 \n",
       "L 358.399634 88.592998 \n",
       "L 361.367719 90.535893 \n",
       "L 364.335805 89.120133 \n",
       "L 367.30389 88.765835 \n",
       "L 370.271975 88.752388 \n",
       "L 376.208145 87.823129 \n",
       "L 379.17623 87.657632 \n",
       "L 382.144315 84.632646 \n",
       "L 388.080485 83.520082 \n",
       "L 391.04857 85.105425 \n",
       "L 394.016656 82.522515 \n",
       "L 396.984741 82.160697 \n",
       "L 399.952826 78.462389 \n",
       "L 402.920911 72.505124 \n",
       "L 405.888996 71.48492 \n",
       "L 408.857081 73.409664 \n",
       "L 411.825166 73.010733 \n",
       "L 414.793251 71.208939 \n",
       "L 417.761336 69.131507 \n",
       "L 420.729422 67.925823 \n",
       "L 423.697507 67.843161 \n",
       "L 426.665592 68.375958 \n",
       "L 429.633677 66.785983 \n",
       "L 432.601762 64.948011 \n",
       "L 435.569847 63.992771 \n",
       "L 438.537932 63.306755 \n",
       "L 441.506017 59.875362 \n",
       "L 447.442188 58.851612 \n",
       "L 453.378358 57.05746 \n",
       "L 456.346443 60.036241 \n",
       "L 459.314528 58.433063 \n",
       "L 462.282613 60.718053 \n",
       "L 465.250698 62.678527 \n",
       "L 468.218783 60.409527 \n",
       "L 471.186868 56.779624 \n",
       "L 474.154953 57.646069 \n",
       "L 477.123039 58.071143 \n",
       "L 480.091124 60.106543 \n",
       "L 483.059209 60.479171 \n",
       "L 486.027294 57.235157 \n",
       "L 488.995379 57.871378 \n",
       "L 491.963464 55.452289 \n",
       "L 497.899634 54.459844 \n",
       "L 500.867719 54.296714 \n",
       "L 503.835805 55.24023 \n",
       "L 506.80389 54.615772 \n",
       "L 509.771975 53.078545 \n",
       "L 512.74006 54.932713 \n",
       "L 515.708145 55.254021 \n",
       "L 518.67623 55.863031 \n",
       "L 521.644315 55.787763 \n",
       "L 524.6124 56.239318 \n",
       "L 527.580485 58.840521 \n",
       "L 530.54857 54.49003 \n",
       "L 533.516656 53.990725 \n",
       "L 536.484741 52.834584 \n",
       "L 539.452826 52.770871 \n",
       "L 542.420911 53.871621 \n",
       "L 545.388996 53.697485 \n",
       "L 548.357081 55.022501 \n",
       "L 551.325166 47.113782 \n",
       "L 554.293251 45.811735 \n",
       "L 557.261336 45.28503 \n",
       "L 560.229422 45.275939 \n",
       "L 563.197507 45.852054 \n",
       "L 566.165592 44.162517 \n",
       "L 569.133677 44.071691 \n",
       "L 572.101762 44.997092 \n",
       "L 575.069847 44.234763 \n",
       "L 578.037932 42.407625 \n",
       "L 581.006017 39.506224 \n",
       "L 583.974102 34.702701 \n",
       "L 586.942188 32.398125 \n",
       "L 586.942188 32.398125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"line2d_39\">\n",
       "    <path d=\"M 28.942188 146.647577 \n",
       "L 31.910273 146.073918 \n",
       "L 34.878358 143.914274 \n",
       "L 37.846443 146.088659 \n",
       "L 40.814528 147.189008 \n",
       "L 43.782613 146.899993 \n",
       "L 46.750698 148.066565 \n",
       "L 49.718783 146.619942 \n",
       "L 52.686868 149.386226 \n",
       "L 55.654953 152.945235 \n",
       "L 58.623039 150.497655 \n",
       "L 61.591124 151.11608 \n",
       "L 64.559209 152.935111 \n",
       "L 67.527294 153.265684 \n",
       "L 70.495379 154.060498 \n",
       "L 73.463464 157.140029 \n",
       "L 76.431549 157.839303 \n",
       "L 79.399634 158.890315 \n",
       "L 82.367719 157.424394 \n",
       "L 85.335805 155.505706 \n",
       "L 88.30389 156.732865 \n",
       "L 91.271975 156.163114 \n",
       "L 94.24006 156.201137 \n",
       "L 97.208145 158.752854 \n",
       "L 100.17623 161.98994 \n",
       "L 103.144315 160.118019 \n",
       "L 106.1124 160.772845 \n",
       "L 109.080485 161.946817 \n",
       "L 112.04857 162.089448 \n",
       "L 115.016656 161.227088 \n",
       "L 117.984741 165.59109 \n",
       "L 120.952826 161.457535 \n",
       "L 123.920911 162.928194 \n",
       "L 126.888996 162.885524 \n",
       "L 129.857081 164.227995 \n",
       "L 132.825166 163.786093 \n",
       "L 135.793251 164.108604 \n",
       "L 138.761336 163.069879 \n",
       "L 141.729422 163.756096 \n",
       "L 144.697507 164.295808 \n",
       "L 147.665592 162.374452 \n",
       "L 150.633677 162.548572 \n",
       "L 153.601762 161.160529 \n",
       "L 156.569847 161.575338 \n",
       "L 159.537932 162.622195 \n",
       "L 162.506017 162.44652 \n",
       "L 165.474102 159.642278 \n",
       "L 168.442188 159.317988 \n",
       "L 171.410273 157.671064 \n",
       "L 174.378358 156.527003 \n",
       "L 177.346443 157.594053 \n",
       "L 180.314528 157.894024 \n",
       "L 183.282613 156.824677 \n",
       "L 186.250698 155.508901 \n",
       "L 189.218783 157.357671 \n",
       "L 195.154953 153.641145 \n",
       "L 198.123039 154.064424 \n",
       "L 201.091124 156.307234 \n",
       "L 204.059209 168.177368 \n",
       "L 207.027294 166.381402 \n",
       "L 209.995379 166.812344 \n",
       "L 212.963464 165.841075 \n",
       "L 215.931549 165.545823 \n",
       "L 218.899634 150.703326 \n",
       "L 221.867719 153.065629 \n",
       "L 224.835805 151.295059 \n",
       "L 227.80389 154.46582 \n",
       "L 230.771975 152.520496 \n",
       "L 233.74006 149.665176 \n",
       "L 236.708145 143.618625 \n",
       "L 239.67623 143.624898 \n",
       "L 242.644315 142.452993 \n",
       "L 245.6124 143.47071 \n",
       "L 251.54857 140.981757 \n",
       "L 254.516656 140.30622 \n",
       "L 257.484741 136.846725 \n",
       "L 260.452826 138.837119 \n",
       "L 263.420911 136.804469 \n",
       "L 266.388996 135.220816 \n",
       "L 269.357081 132.660857 \n",
       "L 272.325166 130.83277 \n",
       "L 275.293251 130.631475 \n",
       "L 278.261336 132.482057 \n",
       "L 281.229422 127.944383 \n",
       "L 284.197507 128.297018 \n",
       "L 290.133677 134.026262 \n",
       "L 293.101762 136.114364 \n",
       "L 296.069847 140.398731 \n",
       "L 299.037932 138.267615 \n",
       "L 302.006017 138.297596 \n",
       "L 304.974102 139.654882 \n",
       "L 307.942188 143.032172 \n",
       "L 310.910273 144.369211 \n",
       "L 313.878358 147.401459 \n",
       "L 316.846443 149.523557 \n",
       "L 319.814528 146.262823 \n",
       "L 322.782613 146.886851 \n",
       "L 325.750698 146.970449 \n",
       "L 328.718783 148.472065 \n",
       "L 334.654953 152.151821 \n",
       "L 337.623039 153.7756 \n",
       "L 340.591124 153.206288 \n",
       "L 343.559209 153.089233 \n",
       "L 346.527294 152.70286 \n",
       "L 349.495379 156.583084 \n",
       "L 352.463464 156.748835 \n",
       "L 355.431549 157.360571 \n",
       "L 358.399634 159.344328 \n",
       "L 361.367719 158.803522 \n",
       "L 364.335805 160.407347 \n",
       "L 370.271975 163.110399 \n",
       "L 373.24006 162.972721 \n",
       "L 379.17623 166.905484 \n",
       "L 382.144315 167.452249 \n",
       "L 385.1124 168.691958 \n",
       "L 388.080485 171.55029 \n",
       "L 391.04857 171.519967 \n",
       "L 394.016656 175.503153 \n",
       "L 396.984741 175.957523 \n",
       "L 399.952826 178.493969 \n",
       "L 402.920911 182.4351 \n",
       "L 405.888996 182.88534 \n",
       "L 408.857081 183.608875 \n",
       "L 411.825166 183.987042 \n",
       "L 414.793251 185.72104 \n",
       "L 417.761336 191.480393 \n",
       "L 420.729422 195.868565 \n",
       "L 423.697507 195.573802 \n",
       "L 426.665592 194.451083 \n",
       "L 429.633677 197.278876 \n",
       "L 432.601762 197.971883 \n",
       "L 435.569847 198.817051 \n",
       "L 441.506017 203.885172 \n",
       "L 444.474102 204.427161 \n",
       "L 447.442188 206.815942 \n",
       "L 450.410273 203.836217 \n",
       "L 453.378358 205.026754 \n",
       "L 456.346443 205.336921 \n",
       "L 459.314528 206.742703 \n",
       "L 462.282613 207.608602 \n",
       "L 465.250698 212.106576 \n",
       "L 468.218783 212.270211 \n",
       "L 471.186868 215.400945 \n",
       "L 474.154953 214.383583 \n",
       "L 477.123039 215.801001 \n",
       "L 480.091124 216.849712 \n",
       "L 483.059209 215.713822 \n",
       "L 488.995379 219.37482 \n",
       "L 491.963464 219.088694 \n",
       "L 494.931549 219.399689 \n",
       "L 497.899634 221.282316 \n",
       "L 500.867719 223.568111 \n",
       "L 503.835805 222.359785 \n",
       "L 509.771975 224.604573 \n",
       "L 512.74006 223.936377 \n",
       "L 515.708145 224.333102 \n",
       "L 518.67623 225.162684 \n",
       "L 521.644315 218.320602 \n",
       "L 524.6124 214.573045 \n",
       "L 527.580485 218.95971 \n",
       "L 530.54857 222.925138 \n",
       "L 533.516656 223.845628 \n",
       "L 536.484741 227.132516 \n",
       "L 539.452826 228.529171 \n",
       "L 542.420911 230.576448 \n",
       "L 545.388996 229.856838 \n",
       "L 548.357081 230.447351 \n",
       "L 551.325166 230.496231 \n",
       "L 554.293251 226.099047 \n",
       "L 557.261336 222.91456 \n",
       "L 560.229422 227.820251 \n",
       "L 563.197507 227.728645 \n",
       "L 566.165592 226.15957 \n",
       "L 569.133677 226.4012 \n",
       "L 572.101762 226.158086 \n",
       "L 575.069847 224.675521 \n",
       "L 578.037932 225.21366 \n",
       "L 581.006017 227.136053 \n",
       "L 586.942188 233.998125 \n",
       "L 586.942188 233.998125 \n",
       "\" clip-path=\"url(#pa977234d4f)\" style=\"fill: none; stroke: #2ca02c; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path d=\"M 28.942188 244.078125 \n",
       "L 28.942188 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path d=\"M 586.942188 244.078125 \n",
       "L 586.942188 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path d=\"M 28.942188 244.078125 \n",
       "L 586.942188 244.078125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 28.942188 22.318125 \n",
       "L 586.942188 22.318125 \n",
       "\" style=\"fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square\"/>\n",
       "   </g>\n",
       "   <g id=\"text_16\">\n",
       "    <!-- 累积收益:D1(最小MV) vs D10(最大MV) 与 SMB_like -->\n",
       "    <g transform=\"translate(184.204375 16.318125) scale(0.12 -0.12)\">\n",
       "     <defs>\n",
       "      <path id=\"DejaVuSans-7d2f\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-79ef\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-6536\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-76ca\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-3a\" d=\"M 750 794 \n",
       "L 1409 794 \n",
       "L 1409 0 \n",
       "L 750 0 \n",
       "L 750 794 \n",
       "z\n",
       "M 750 3309 \n",
       "L 1409 3309 \n",
       "L 1409 2516 \n",
       "L 750 2516 \n",
       "L 750 3309 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-28\" d=\"M 1984 4856 \n",
       "Q 1566 4138 1362 3434 \n",
       "Q 1159 2731 1159 2009 \n",
       "Q 1159 1288 1364 580 \n",
       "Q 1569 -128 1984 -844 \n",
       "L 1484 -844 \n",
       "Q 1016 -109 783 600 \n",
       "Q 550 1309 550 2009 \n",
       "Q 550 2706 781 3412 \n",
       "Q 1013 4119 1484 4856 \n",
       "L 1984 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-6700\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-5c0f\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-4d\" d=\"M 628 4666 \n",
       "L 1569 4666 \n",
       "L 2759 1491 \n",
       "L 3956 4666 \n",
       "L 4897 4666 \n",
       "L 4897 0 \n",
       "L 4281 0 \n",
       "L 4281 4097 \n",
       "L 3078 897 \n",
       "L 2444 897 \n",
       "L 1241 4097 \n",
       "L 1241 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-56\" d=\"M 1831 0 \n",
       "L 50 4666 \n",
       "L 709 4666 \n",
       "L 2188 738 \n",
       "L 3669 4666 \n",
       "L 4325 4666 \n",
       "L 2547 0 \n",
       "L 1831 0 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-29\" d=\"M 513 4856 \n",
       "L 1013 4856 \n",
       "Q 1481 4119 1714 3412 \n",
       "Q 1947 2706 1947 2009 \n",
       "Q 1947 1309 1714 600 \n",
       "Q 1481 -109 1013 -844 \n",
       "L 513 -844 \n",
       "Q 928 -128 1133 580 \n",
       "Q 1338 1288 1338 2009 \n",
       "Q 1338 2731 1133 3434 \n",
       "Q 928 4138 513 4856 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-20\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-76\" d=\"M 191 3500 \n",
       "L 800 3500 \n",
       "L 1894 563 \n",
       "L 2988 3500 \n",
       "L 3597 3500 \n",
       "L 2284 0 \n",
       "L 1503 0 \n",
       "L 191 3500 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-73\" d=\"M 2834 3397 \n",
       "L 2834 2853 \n",
       "Q 2591 2978 2328 3040 \n",
       "Q 2066 3103 1784 3103 \n",
       "Q 1356 3103 1142 2972 \n",
       "Q 928 2841 928 2578 \n",
       "Q 928 2378 1081 2264 \n",
       "Q 1234 2150 1697 2047 \n",
       "L 1894 2003 \n",
       "Q 2506 1872 2764 1633 \n",
       "Q 3022 1394 3022 966 \n",
       "Q 3022 478 2636 193 \n",
       "Q 2250 -91 1575 -91 \n",
       "Q 1294 -91 989 -36 \n",
       "Q 684 19 347 128 \n",
       "L 347 722 \n",
       "Q 666 556 975 473 \n",
       "Q 1284 391 1588 391 \n",
       "Q 1994 391 2212 530 \n",
       "Q 2431 669 2431 922 \n",
       "Q 2431 1156 2273 1281 \n",
       "Q 2116 1406 1581 1522 \n",
       "L 1381 1569 \n",
       "Q 847 1681 609 1914 \n",
       "Q 372 2147 372 2553 \n",
       "Q 372 3047 722 3315 \n",
       "Q 1072 3584 1716 3584 \n",
       "Q 2034 3584 2315 3537 \n",
       "Q 2597 3491 2834 3397 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-5927\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-4e0e\" d=\"M 319 -1131 \n",
       "L 319 4513 \n",
       "L 3519 4513 \n",
       "L 3519 -1131 \n",
       "L 319 -1131 \n",
       "z\n",
       "M 678 -775 \n",
       "L 3163 -775 \n",
       "L 3163 4153 \n",
       "L 678 4153 \n",
       "L 678 -775 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-53\" d=\"M 3425 4513 \n",
       "L 3425 3897 \n",
       "Q 3066 4069 2747 4153 \n",
       "Q 2428 4238 2131 4238 \n",
       "Q 1616 4238 1336 4038 \n",
       "Q 1056 3838 1056 3469 \n",
       "Q 1056 3159 1242 3001 \n",
       "Q 1428 2844 1947 2747 \n",
       "L 2328 2669 \n",
       "Q 3034 2534 3370 2195 \n",
       "Q 3706 1856 3706 1288 \n",
       "Q 3706 609 3251 259 \n",
       "Q 2797 -91 1919 -91 \n",
       "Q 1588 -91 1214 -16 \n",
       "Q 841 59 441 206 \n",
       "L 441 856 \n",
       "Q 825 641 1194 531 \n",
       "Q 1563 422 1919 422 \n",
       "Q 2459 422 2753 634 \n",
       "Q 3047 847 3047 1241 \n",
       "Q 3047 1584 2836 1778 \n",
       "Q 2625 1972 2144 2069 \n",
       "L 1759 2144 \n",
       "Q 1053 2284 737 2584 \n",
       "Q 422 2884 422 3419 \n",
       "Q 422 4038 858 4394 \n",
       "Q 1294 4750 2059 4750 \n",
       "Q 2388 4750 2728 4690 \n",
       "Q 3069 4631 3425 4513 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-42\" d=\"M 1259 2228 \n",
       "L 1259 519 \n",
       "L 2272 519 \n",
       "Q 2781 519 3026 730 \n",
       "Q 3272 941 3272 1375 \n",
       "Q 3272 1813 3026 2020 \n",
       "Q 2781 2228 2272 2228 \n",
       "L 1259 2228 \n",
       "z\n",
       "M 1259 4147 \n",
       "L 1259 2741 \n",
       "L 2194 2741 \n",
       "Q 2656 2741 2882 2914 \n",
       "Q 3109 3088 3109 3444 \n",
       "Q 3109 3797 2882 3972 \n",
       "Q 2656 4147 2194 4147 \n",
       "L 1259 4147 \n",
       "z\n",
       "M 628 4666 \n",
       "L 2241 4666 \n",
       "Q 2963 4666 3353 4366 \n",
       "Q 3744 4066 3744 3513 \n",
       "Q 3744 3084 3544 2831 \n",
       "Q 3344 2578 2956 2516 \n",
       "Q 3422 2416 3680 2098 \n",
       "Q 3938 1781 3938 1306 \n",
       "Q 3938 681 3513 340 \n",
       "Q 3088 0 2303 0 \n",
       "L 628 0 \n",
       "L 628 4666 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-5f\" d=\"M 3263 -1063 \n",
       "L 3263 -1509 \n",
       "L -63 -1509 \n",
       "L -63 -1063 \n",
       "L 3263 -1063 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-6c\" d=\"M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-69\" d=\"M 603 3500 \n",
       "L 1178 3500 \n",
       "L 1178 0 \n",
       "L 603 0 \n",
       "L 603 3500 \n",
       "z\n",
       "M 603 4863 \n",
       "L 1178 4863 \n",
       "L 1178 4134 \n",
       "L 603 4134 \n",
       "L 603 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "      <path id=\"DejaVuSans-6b\" d=\"M 581 4863 \n",
       "L 1159 4863 \n",
       "L 1159 1991 \n",
       "L 2875 3500 \n",
       "L 3609 3500 \n",
       "L 1753 1863 \n",
       "L 3688 0 \n",
       "L 2938 0 \n",
       "L 1159 1709 \n",
       "L 1159 0 \n",
       "L 581 0 \n",
       "L 581 4863 \n",
       "z\n",
       "\" transform=\"scale(0.015625)\"/>\n",
       "     </defs>\n",
       "     <use xlink:href=\"#DejaVuSans-7d2f\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-79ef\" transform=\"translate(60.009766 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6536\" transform=\"translate(120.019531 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-76ca\" transform=\"translate(180.029297 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-3a\" transform=\"translate(240.039062 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-44\" transform=\"translate(273.730469 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(350.732422 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(414.355469 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6700\" transform=\"translate(453.369141 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-5c0f\" transform=\"translate(513.378906 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(573.388672 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(659.667969 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(728.076172 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(767.089844 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-76\" transform=\"translate(798.876953 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-73\" transform=\"translate(858.056641 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(910.15625 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-44\" transform=\"translate(941.943359 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(1018.945312 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(1082.568359 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-28\" transform=\"translate(1146.191406 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6700\" transform=\"translate(1185.205078 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-5927\" transform=\"translate(1245.214844 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(1305.224609 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-56\" transform=\"translate(1391.503906 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-29\" transform=\"translate(1459.912109 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(1498.925781 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4e0e\" transform=\"translate(1530.712891 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-20\" transform=\"translate(1590.722656 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-53\" transform=\"translate(1622.509766 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(1685.986328 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-42\" transform=\"translate(1772.265625 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-5f\" transform=\"translate(1840.869141 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6c\" transform=\"translate(1890.869141 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-69\" transform=\"translate(1918.652344 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-6b\" transform=\"translate(1946.435547 0)\"/>\n",
       "     <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(2000.720703 0)\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"legend_1\">\n",
       "    <g id=\"patch_7\">\n",
       "     <path d=\"M 35.942188 74.630625 \n",
       "L 111.917187 74.630625 \n",
       "Q 113.917187 74.630625 113.917187 72.630625 \n",
       "L 113.917187 29.318125 \n",
       "Q 113.917187 27.318125 111.917187 27.318125 \n",
       "L 35.942188 27.318125 \n",
       "Q 33.942188 27.318125 33.942188 29.318125 \n",
       "L 33.942188 72.630625 \n",
       "Q 33.942188 74.630625 35.942188 74.630625 \n",
       "z\n",
       "\" style=\"fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-linejoin: miter\"/>\n",
       "    </g>\n",
       "    <g id=\"line2d_40\">\n",
       "     <path d=\"M 37.942188 35.416562 \n",
       "L 47.942188 35.416562 \n",
       "L 57.942188 35.416562 \n",
       "\" style=\"fill: none; stroke: #1f77b4; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "    </g>\n",
       "    <g id=\"text_17\">\n",
       "     <!-- D1 -->\n",
       "     <g transform=\"translate(65.942188 38.916562) scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(77.001953 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"line2d_41\">\n",
       "     <path d=\"M 37.942188 50.094687 \n",
       "L 47.942188 50.094687 \n",
       "L 57.942188 50.094687 \n",
       "\" style=\"fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "    </g>\n",
       "    <g id=\"text_18\">\n",
       "     <!-- D10 -->\n",
       "     <g transform=\"translate(65.942188 53.594687) scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-44\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-31\" transform=\"translate(77.001953 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-30\" transform=\"translate(140.625 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"line2d_42\">\n",
       "     <path d=\"M 37.942188 64.772812 \n",
       "L 47.942188 64.772812 \n",
       "L 57.942188 64.772812 \n",
       "\" style=\"fill: none; stroke: #2ca02c; stroke-width: 1.5; stroke-linecap: square\"/>\n",
       "    </g>\n",
       "    <g id=\"text_19\">\n",
       "     <!-- SMB_like -->\n",
       "     <g transform=\"translate(65.942188 68.272812) scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-53\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-4d\" transform=\"translate(63.476562 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-42\" transform=\"translate(149.755859 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-5f\" transform=\"translate(218.359375 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6c\" transform=\"translate(268.359375 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-69\" transform=\"translate(296.142578 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-6b\" transform=\"translate(323.925781 0)\"/>\n",
       "      <use xlink:href=\"#DejaVuSans-65\" transform=\"translate(378.210938 0)\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pa977234d4f\">\n",
       "   <rect x=\"28.942188\" y=\"22.318125\" width=\"558\" height=\"221.76\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SMB_like 的月均超额： -0.013295022213677982   (HAC t值= -2.0532547561975205 )\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# ===== 分组检验：按 log(MV) 分位构建组合，等权收益；Small-Big 组合差 =====\n",
    "def decile_portfolios(df, n=10):\n",
    "    out = []\n",
    "    for dt, g in df.groupby(COL_DATE):\n",
    "        g = g.copy()\n",
    "        g['q'] = pd.qcut(g['logMV'], q=n, duplicates='drop', labels=False) + 1  # 1..n\n",
    "        # 组合等权收益\n",
    "        port = g.groupby('q')[COL_RET].mean()\n",
    "        port['Date'] = dt\n",
    "        out.append(port)\n",
    "    res = pd.DataFrame(out).set_index('Date').sort_index()\n",
    "    res.columns = [f'D{int(c)}' for c in res.columns]\n",
    "    return res\n",
    "\n",
    "ports = decile_portfolios(df, n=10)\n",
    "ports['SMB_like'] = ports['D1'] - ports['D10']  # 小市值 - 大市值\n",
    "display(ports.head())\n",
    "\n",
    "if PLOT:\n",
    "    ports[['D1','D10','SMB_like']].cumsum().plot(figsize=(10,4))\n",
    "    plt.title('累积收益:D1(最小MV) vs D10(最大MV) 与 SMB_like')\n",
    "    plt.grid(True); plt.show()\n",
    "\n",
    "# 组合差的均值与 t 值\n",
    "X = sm.add_constant(np.ones(len(ports['SMB_like'].dropna())))\n",
    "y = ports['SMB_like'].dropna().values\n",
    "res_smb = sm.OLS(y, X).fit(cov_type='HAC', cov_kwds={'maxlags': NW_LAGS})\n",
    "print('SMB_like 的月均超额：', res_smb.params[0], '  (HAC t值=', res_smb.tvalues[0], ')')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "6c3b57ad",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "【当期横截面】 Fama-MacBeth:logMV 的平均系数为 0.003353t=2.64），符号正，跨月数量 T=189。\n",
      "【下一期预测】 Fama-MacBeth:logMV 的平均系数为 -0.003428t=-2.39），符号负，跨月数量 T=188。\n",
      "【堆叠稳健性】 Pooled OLS:logMV 的系数为 0.007081***(p=3.19e-186)，符号正。\n",
      "【堆叠稳健性（预测）】 Pooled OLS:logMV 的系数为 -0.004157***(p=1.66e-65)，符号负。\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# ===== 自动化文字解读 =====\n",
    "def star(p):\n",
    "    return '***' if p<0.01 else ('**' if p<0.05 else ('*' if p<0.1 else ''))\n",
    "\n",
    "def pool_story(res, var='logMV'):\n",
    "    b = res.params.get(var, np.nan)\n",
    "    p = res.pvalues.get(var, np.nan)\n",
    "    s = '正' if b>0 else '负'\n",
    "    return f'Pooled OLS:{var} 的系数为 {b:.4g}{star(p)}(p={p:.3g})，符号{s}。'\n",
    "\n",
    "def fm_story(dfm, var='logMV'):\n",
    "    row = dfm[dfm['var']==var].iloc[0]\n",
    "    b, t = row['mean_beta'], row['t']\n",
    "    s = '正' if b>0 else '负'\n",
    "    return f'Fama-MacBeth:{var} 的平均系数为 {b:.4g}t={t:.2f}），符号{s}，跨月数量 T={int(row[\"T_months\"])}。'\n",
    "\n",
    "stories = []\n",
    "stories.append('【当期横截面】 ' + fm_story(fm_now, 'logMV'))\n",
    "stories.append('【下一期预测】 ' + fm_story(fm_fwd, 'logMV'))\n",
    "stories.append('【堆叠稳健性】 ' + pool_story(res_pool_now, 'logMV'))\n",
    "stories.append('【堆叠稳健性（预测）】 ' + pool_story(res_pool_fwd, 'logMV'))\n",
    "print(\"\\n\".join(stories))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d88f00ac",
   "metadata": {},
   "source": [
    "\n",
    "## 市值（MV）与回报率之间的关系\n",
    "\n",
    "（1）定义和背景\n",
    "\n",
    "市值（Market Value, MV）通常指一个公司的股本市值，或者对于整体市场，可以指上市公司市值总和。也即该变量衡量的是市场规模或资本化程度。参考资料中，“市值”被用于衡量股票市场或公司规模。\n",
    "回报率（Return）通常指资产价格变动带来的收益率。\n",
    "\n",
    "（2）理论机制 — 正向影响的逻辑\n",
    "\n",
    "市值增大可能正向推动回报率的机制：\n",
    "\n",
    "规模效应与信号效应：市值上升通常表明市场对该股票／组合／市场的预期更为乐观（增长潜力大、企业盈利能力提高或未来有良好发展前景）。这种乐观情绪可能推动更多资金进入，从而推高价格，提升回报率。\n",
    "\n",
    "市场流动性提升：市值大的公司或市场往往流动性更好，买卖成本低、信息更透明、风险更容易分散。较高的流动性可能降低交易成本、吸引更多投资，从而增强回报。\n",
    "\n",
    "规模领先者优势：若 MV 上升反映的是大型公司市值增长，这些公司通常具备规模优势、品牌优势、进入壁垒高、盈利稳定。这些特质可能带来较高的预期回报。\n",
    "\n",
    "风险溢价降低：市值较高、规模较大的市场或公司被视为风险较低（或者说流动性风险、破产风险较低），因此投资者可能愿意给予一定溢价，从而提升股价，表现为较高回报。\n",
    "\n",
    "（3）理论机制 — 负向影响的逻辑\n",
    "市值增大也可能负向影响回报率，或至少其影响可能反向，原因包括：\n",
    "\n",
    "规模收益递减：随着规模变大，边际增长可能放缓。市值增长快可能意味着已经达到较高水平，未来增长的空间变小，从而回报率可能下降。\n",
    "\n",
    "估值膨胀／泡沫风险：市值大幅上升可能源自估值扩张而非利润实质提升。当市场预期过高、估值被拉高时，未来回报可能受到压制，甚至发生回撤。\n",
    "\n",
    "集中风险上升：市值增大如果反映的是少数巨头公司占比上升或整个市场资本化过高，可能带来系统性风险、成长潜力减弱的问题，因而回报可能不如预期。\n",
    "\n",
    "市场饱和／插手风险：如果MV的大幅提升反映“资本进入过度”“竞争加剧”“创新减速”，那么高市值可能预示着下一个阶段增长面临瓶颈，回报率可能下降。\n",
    "\n",
    "（4）预期关系与实证方向\n",
    "\n",
    "基于以上机制，你可以提出以下预期假设：\n",
    "\n",
    "预期一：如果 MV ↑ 表示市场增长潜力增强、流动性改善、规模优势显现，那么你预测 MV 与回报率正相关。\n",
    "\n",
    "预期二：但如果 MV ↑ 表示估值过高、规模饱和、增速放缓，那么 MV 与回报率可能负相关。\n",
    "\n",
    "因此，最终你可能预期：中期‐长期来看，MV 较大可能伴随较高回报；但当 MV 达到极高水平或估值偏高时，再往上升可能伴随较低甚至负向回报。\n",
    "\n",
    "在实证中，你应观察 MV 的水平与其对回报的影响是否随着时间／阶段变化（例如市值从低到中、再到极高水平时其边际影响可能变化）。\n",
    "\n",
    "（5）实证考虑与与预期是否相符\n",
    "\n",
    "在回归分析中，若MV 的系数为 正且显著，这说明数据支持 “市值提高 → 回报率提高” 的假设，说明市场规模扩大或公司规模变大带来了回报优势；这与预期一中的机制一致。\n",
    "\n",
    "如果 MV 的系数为 负且显著，说明市值越大／增长越快反而伴随回报降低，可能反映估值膨胀或规模收益递减的机制。这与预期二中的机制一致，于是你应在讨论中指出：可能市场已经进入高估状态、增长空间减弱，或大型公司／市场的边际回报正在下降。\n",
    "\n",
    "如果系数不显著，则说明在你的样本期间 MV 与回报率可能并未形成稳定关系，你应讨论可能的原因（样本选择、变量滞后、控制变量不够、行业结构变化、经济周期影响等）。\n",
    "\n",
    "（6）总结\n",
    "\n",
    "综上所述，市值（MV）与回报率的关系在理论上可能是正也可能是负，具体取决于市场规模扩张、估值水平、盈利增长前景、流动性状况、竞争环境与风险结构。\n",
    "根据以上代码得出结论：从理论上看，市值的扩大可能带来回报率的提升，因为规模效应、流动性改善和领先企业优势；但同时，当市值过高、估值偏离基本面或增长边际递减时，市值的继续扩大反而可能预示回报率下降。基于本研究的样本（2010年1月-2025年9月），检验 MV 与回报率之间的关系。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "31098bdc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "结果已保存到： /mnt/data/mv_stock_results\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# ===== 保存关键结果到 CSV =====\n",
    "out_dir = '/mnt/data/mv_stock_results'\n",
    "os.makedirs(out_dir, exist_ok=True)\n",
    "betas_now.to_csv(os.path.join(out_dir, 'fm_betas_now.csv'), encoding='utf-8-sig')\n",
    "betas_fwd.to_csv(os.path.join(out_dir, 'fm_betas_fwd.csv'), encoding='utf-8-sig')\n",
    "fm_now.to_csv(os.path.join(out_dir, 'fm_summary_now.csv'), encoding='utf-8-sig', index=False)\n",
    "fm_fwd.to_csv(os.path.join(out_dir, 'fm_summary_fwd.csv'), encoding='utf-8-sig', index=False)\n",
    "ports.to_csv(os.path.join(out_dir, 'decile_ports.csv'), encoding='utf-8-sig')\n",
    "print('结果已保存到：', out_dir)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
